From e7d39a5dafb91d1caee194f0ffd116250c254141 Mon Sep 17 00:00:00 2001
From: VinciGit00 <mvincig11@gmail.com>
Date: Wed, 8 May 2024 21:24:17 +0200
Subject: [PATCH 01/11] fixed gemini embeddings

---
 poetry.lock                            | 2931 ++++++++++++++++++++++++
 scrapegraphai/graphs/abstract_graph.py |    6 +-
 scrapegraphai/models/__init__.py       |    1 +
 scrapegraphai/models/claude.py         |   19 +
 4 files changed, 2954 insertions(+), 3 deletions(-)
 create mode 100644 poetry.lock
 create mode 100644 scrapegraphai/models/claude.py

diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 00000000..2cefd1ed
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,2931 @@
+# This file is automatically @generated by Poetry 1.7.1 and should not be changed by hand.
+
+[[package]]
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+    {file = "yarl-1.9.4-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2d47552b6e52c3319fede1b60b3de120fe83bde9b7bddad11a69fb0af7db32f1"},
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+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_aarch64.whl", hash = "sha256:5a2e2433eb9344a163aced6a5f6c9222c0786e5a9e9cac2c89f0b28433f56e23"},
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+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_ppc64le.whl", hash = "sha256:6fe79f998a4052d79e1c30eeb7d6c1c1056ad33300f682465e1b4e9b5a188b78"},
+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_s390x.whl", hash = "sha256:a825ec844298c791fd28ed14ed1bffc56a98d15b8c58a20e0e08c1f5f2bea1be"},
+    {file = "yarl-1.9.4-cp38-cp38-musllinux_1_1_x86_64.whl", hash = "sha256:8619d6915b3b0b34420cf9b2bb6d81ef59d984cb0fde7544e9ece32b4b3043c3"},
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+    {file = "yarl-1.9.4-cp38-cp38-win_amd64.whl", hash = "sha256:a00862fb23195b6b8322f7d781b0dc1d82cb3bcac346d1e38689370cc1cc398b"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:604f31d97fa493083ea21bd9b92c419012531c4e17ea6da0f65cacdcf5d0bd27"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:8a854227cf581330ffa2c4824d96e52ee621dd571078a252c25e3a3b3d94a1b1"},
+    {file = "yarl-1.9.4-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:ba6f52cbc7809cd8d74604cce9c14868306ae4aa0282016b641c661f981a6e91"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a6327976c7c2f4ee6816eff196e25385ccc02cb81427952414a64811037bbc8b"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8397a3817d7dcdd14bb266283cd1d6fc7264a48c186b986f32e86d86d35fbac5"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e0381b4ce23ff92f8170080c97678040fc5b08da85e9e292292aba67fdac6c34"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:23d32a2594cb5d565d358a92e151315d1b2268bc10f4610d098f96b147370136"},
+    {file = "yarl-1.9.4-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ddb2a5c08a4eaaba605340fdee8fc08e406c56617566d9643ad8bf6852778fc7"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_aarch64.whl", hash = "sha256:26a1dc6285e03f3cc9e839a2da83bcbf31dcb0d004c72d0730e755b33466c30e"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_i686.whl", hash = "sha256:18580f672e44ce1238b82f7fb87d727c4a131f3a9d33a5e0e82b793362bf18b4"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_ppc64le.whl", hash = "sha256:29e0f83f37610f173eb7e7b5562dd71467993495e568e708d99e9d1944f561ec"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_s390x.whl", hash = "sha256:1f23e4fe1e8794f74b6027d7cf19dc25f8b63af1483d91d595d4a07eca1fb26c"},
+    {file = "yarl-1.9.4-cp39-cp39-musllinux_1_1_x86_64.whl", hash = "sha256:db8e58b9d79200c76956cefd14d5c90af54416ff5353c5bfd7cbe58818e26ef0"},
+    {file = "yarl-1.9.4-cp39-cp39-win32.whl", hash = "sha256:c7224cab95645c7ab53791022ae77a4509472613e839dab722a72abe5a684575"},
+    {file = "yarl-1.9.4-cp39-cp39-win_amd64.whl", hash = "sha256:824d6c50492add5da9374875ce72db7a0733b29c2394890aef23d533106e2b15"},
+    {file = "yarl-1.9.4-py3-none-any.whl", hash = "sha256:928cecb0ef9d5a7946eb6ff58417ad2fe9375762382f1bf5c55e61645f2c43ad"},
+    {file = "yarl-1.9.4.tar.gz", hash = "sha256:566db86717cf8080b99b58b083b773a908ae40f06681e87e589a976faf8246bf"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+
+[[package]]
+name = "zipp"
+version = "3.18.1"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.18.1-py3-none-any.whl", hash = "sha256:206f5a15f2af3dbaee80769fb7dc6f249695e940acca08dfb2a4769fe61e538b"},
+    {file = "zipp-3.18.1.tar.gz", hash = "sha256:2884ed22e7d8961de1c9a05142eb69a247f120291bc0206a00a7642f09b5b715"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = "^3.9"
+content-hash = "3186b0f5f116ce4889b0d1acea053f4766cf22d30a60ee12fdb5d1caed3cdc3b"
diff --git a/scrapegraphai/graphs/abstract_graph.py b/scrapegraphai/graphs/abstract_graph.py
index b015907c..f81bd3b0 100644
--- a/scrapegraphai/graphs/abstract_graph.py
+++ b/scrapegraphai/graphs/abstract_graph.py
@@ -4,16 +4,16 @@
 from abc import ABC, abstractmethod
 from typing import Optional
 from langchain_openai import AzureOpenAIEmbeddings, OpenAIEmbeddings
-from langchain_community.embeddings import HuggingFaceHubEmbeddings, OllamaEmbeddings
+from langchain_community.embeddings import HuggingFaceHubEmbeddings, OllamaEmbeddings, BedrockEmbeddings
+from langchain_google_genai import GoogleGenerativeAIEmbeddings
 from ..helpers import models_tokens
-from ..models import AzureOpenAI, Bedrock, Gemini, Groq, HuggingFace, Ollama, OpenAI, Anthropic
+from ..models import AzureOpenAI, Bedrock, Gemini, Groq, HuggingFace, Ollama, OpenAI, Anthropic, Claude
 
 
 class AbstractGraph(ABC):
     """
     Scaffolding class for creating a graph representation and executing it.
 
-    Attributes:
         prompt (str): The prompt for the graph.
         source (str): The source of the graph.
         config (dict): Configuration parameters for the graph.
diff --git a/scrapegraphai/models/__init__.py b/scrapegraphai/models/__init__.py
index 7a4f7db9..a6cab89d 100644
--- a/scrapegraphai/models/__init__.py
+++ b/scrapegraphai/models/__init__.py
@@ -12,3 +12,4 @@
 from .groq import Groq
 from .bedrock import Bedrock
 from .anthropic import Anthropic
+from .claude import Claude
diff --git a/scrapegraphai/models/claude.py b/scrapegraphai/models/claude.py
new file mode 100644
index 00000000..b0030fc4
--- /dev/null
+++ b/scrapegraphai/models/claude.py
@@ -0,0 +1,19 @@
+"""
+Claude model
+"""
+from langchain_anthropic import ChatAnthropic
+
+
+class Claude(ChatAnthropic):
+    """Class for wrapping bedrock module"""
+
+    def __init__(self, llm_config: dict):
+        """
+        A wrapper for the Claude class that provides default configuration
+        and could be extended with additional methods if needed.
+
+        Args:
+            llm_config (dict): Configuration parameters for the language model.
+        """
+        # Initialize the superclass (ChatAnthropic) with provided config parameters
+        super().__init__(**llm_config)

From 4ed0fb89c3e6068190a7775bedcb6ae65ba59d18 Mon Sep 17 00:00:00 2001
From: VinciGit00 <mvincig11@gmail.com>
Date: Wed, 8 May 2024 21:25:03 +0200
Subject: [PATCH 02/11] feat: update info

---
 scrapegraphai/graphs/script_creator_graph.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/scrapegraphai/graphs/script_creator_graph.py b/scrapegraphai/graphs/script_creator_graph.py
index 5ffc358b..29798d0d 100644
--- a/scrapegraphai/graphs/script_creator_graph.py
+++ b/scrapegraphai/graphs/script_creator_graph.py
@@ -110,4 +110,4 @@ def run(self) -> str:
         inputs = {"user_prompt": self.prompt, self.input_key: self.source}
         self.final_state, self.execution_info = self.graph.execute(inputs)
 
-        return self.final_state.get("answer", "No answer found.")
\ No newline at end of file
+        return self.final_state.get("answer", "No answer found ")

From 8272d736a66db18a084efc05ce223500a957a8cd Mon Sep 17 00:00:00 2001
From: VinciGit00 <mvincig11@gmail.com>
Date: Wed, 8 May 2024 21:50:42 +0200
Subject: [PATCH 03/11] add tokenizatio for mxbai-embed-large

---
 poetry.lock                            | 691 ++++++++++++++++++++-----
 scrapegraphai/graphs/abstract_graph.py |   6 +-
 scrapegraphai/helpers/models_tokens.py |   3 +-
 3 files changed, 558 insertions(+), 142 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 2cefd1ed..284c3841 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -132,6 +132,29 @@ files = [
     {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
 ]
 
+[[package]]
+name = "anthropic"
+version = "0.25.8"
+description = "The official Python library for the anthropic API"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "anthropic-0.25.8-py3-none-any.whl", hash = "sha256:c7a0091916eb22a5e0012b725f5492779eedfcad2da8dc906082e1db7596a65c"},
+    {file = "anthropic-0.25.8.tar.gz", hash = "sha256:93f6063e96d5dbeaa172edc177762f630e55b2f81595cedb760278b95a2dd03e"},
+]
+
+[package.dependencies]
+anyio = ">=3.5.0,<5"
+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+tokenizers = ">=0.13.0"
+typing-extensions = ">=4.7,<5"
+
+[package.extras]
+bedrock = ["boto3 (>=1.28.57)", "botocore (>=1.31.57)"]
+vertex = ["google-auth (>=2,<3)"]
 [[package]]
 name = "anyio"
 version = "4.3.0"
@@ -221,17 +244,17 @@ lxml = ["lxml"]
 
 [[package]]
 name = "boto3"
-version = "1.34.99"
+version = "1.34.101"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "boto3-1.34.99-py3-none-any.whl", hash = "sha256:b54084d000483b578757df03ce39a819fbba47071c9aa98611beb8806bcecd45"},
-    {file = "boto3-1.34.99.tar.gz", hash = "sha256:6f600b3fe0bda53476395c902d9af5a47294c93ec52a9cdc2b926a9dc705ce79"},
+    {file = "boto3-1.34.101-py3-none-any.whl", hash = "sha256:79b93f3370ea96ce838042bc2eac0c996aee204b01e7e6452eb77abcbe697d6a"},
+    {file = "boto3-1.34.101.tar.gz", hash = "sha256:1d854b5880e185db546b4c759fcb664bf3326275064d2b44229cc217e8be9d7e"},
 ]
 
 [package.dependencies]
-botocore = ">=1.34.99,<1.35.0"
+botocore = ">=1.34.101,<1.35.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -240,13 +263,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.34.99"
+version = "1.34.101"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "botocore-1.34.99-py3-none-any.whl", hash = "sha256:18c68bdeb0ffb73290912b0c96204fc36d3128f00a00b5cdc35ac34d66225f1c"},
-    {file = "botocore-1.34.99.tar.gz", hash = "sha256:cafe569e2136cb33cb0e5dd32fb1c0e1503ddc1413d3be215df8ddf05e69137a"},
+    {file = "botocore-1.34.101-py3-none-any.whl", hash = "sha256:f145e8b4b8fc9968f5eb695bdc2fcc8e675df7fbc3c56102dc1f5471be6baf35"},
+    {file = "botocore-1.34.101.tar.gz", hash = "sha256:01f3802d25558dd7945d83884bf6885e2f84e1ff27f90b5f09614966fe18c18f"},
 ]
 
 [package.dependencies]
@@ -407,6 +430,17 @@ files = [
 marshmallow = ">=3.18.0,<4.0.0"
 typing-inspect = ">=0.4.0,<1"
 
+[[package]]
+name = "defusedxml"
+version = "0.7.1"
+description = "XML bomb protection for Python stdlib modules"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+files = [
+    {file = "defusedxml-0.7.1-py2.py3-none-any.whl", hash = "sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61"},
+    {file = "defusedxml-0.7.1.tar.gz", hash = "sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69"},
+]
+
 [[package]]
 name = "distro"
 version = "1.9.0"
@@ -481,6 +515,22 @@ files = [
 [package.dependencies]
 numpy = "*"
 
+[[package]]
+name = "filelock"
+version = "3.14.0"
+description = "A platform independent file lock."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "filelock-3.14.0-py3-none-any.whl", hash = "sha256:43339835842f110ca7ae60f1e1c160714c5a6afd15a2873419ab185334975c0f"},
+    {file = "filelock-3.14.0.tar.gz", hash = "sha256:6ea72da3be9b8c82afd3edcf99f2fffbb5076335a5ae4d03248bb5b6c3eae78a"},
+]
+
+[package.extras]
+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.25.2)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8.0.1)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+typing = ["typing-extensions (>=4.8)"]
+
 [[package]]
 name = "free-proxy"
 version = "1.1.1"
@@ -581,6 +631,41 @@ files = [
     {file = "frozenlist-1.4.1.tar.gz", hash = "sha256:c037a86e8513059a2613aaba4d817bb90b9d9b6b69aace3ce9c877e8c8ed402b"},
 ]
 
+[[package]]
+name = "fsspec"
+version = "2024.3.1"
+description = "File-system specification"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "fsspec-2024.3.1-py3-none-any.whl", hash = "sha256:918d18d41bf73f0e2b261824baeb1b124bcf771767e3a26425cd7dec3332f512"},
+    {file = "fsspec-2024.3.1.tar.gz", hash = "sha256:f39780e282d7d117ffb42bb96992f8a90795e4d0fb0f661a70ca39fe9c43ded9"},
+]
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+devel = ["pytest", "pytest-cov"]
+dropbox = ["dropbox", "dropboxdrivefs", "requests"]
+full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+tqdm = ["tqdm"]
+
 [[package]]
 name = "google"
 version = "3.0.0"
@@ -597,17 +682,18 @@ beautifulsoup4 = "*"
 
 [[package]]
 name = "google-ai-generativelanguage"
-version = "0.4.0"
+version = "0.6.2"
 description = "Google Ai Generativelanguage API client library"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "google-ai-generativelanguage-0.4.0.tar.gz", hash = "sha256:c8199066c08f74c4e91290778329bb9f357ba1ea5d6f82de2bc0d10552bf4f8c"},
-    {file = "google_ai_generativelanguage-0.4.0-py3-none-any.whl", hash = "sha256:e4c425376c1ee26c78acbc49a24f735f90ebfa81bf1a06495fae509a2433232c"},
+    {file = "google-ai-generativelanguage-0.6.2.tar.gz", hash = "sha256:308791ac3b9dad015b359172970739aa3753dd542142a416d07f9fa047e22386"},
+    {file = "google_ai_generativelanguage-0.6.2-py3-none-any.whl", hash = "sha256:bf84c34c641570d7e8a1f2e6901e6771af1438f2ee8307d1801fd43585f9b1c6"},
 ]
 
 [package.dependencies]
-google-api-core = {version = ">=1.34.0,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-api-core = {version = ">=1.34.1,<2.0.dev0 || >=2.11.dev0,<3.0.0dev", extras = ["grpc"]}
+google-auth = ">=2.14.1,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0dev"
 proto-plus = ">=1.22.3,<2.0.0dev"
 protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0dev"
 
@@ -642,6 +728,24 @@ grpc = ["grpcio (>=1.33.2,<2.0dev)", "grpcio (>=1.49.1,<2.0dev)", "grpcio-status
 grpcgcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
+[[package]]
+name = "google-api-python-client"
+version = "2.128.0"
+description = "Google API Client Library for Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "google-api-python-client-2.128.0.tar.gz", hash = "sha256:908af182dfc1cd79412a489b37fe45e4f3cc99c74e80c7c477ca5babaa54eea5"},
+    {file = "google_api_python_client-2.128.0-py2.py3-none-any.whl", hash = "sha256:99da6acb0acc648e309102b0e0262d7fef30f07f6bf56c6eeaa0504ceca113e3"},
+]
+
+[package.dependencies]
+google-api-core = ">=1.31.5,<2.0.dev0 || >2.3.0,<3.0.0.dev0"
+google-auth = ">=1.32.0,<2.24.0 || >2.24.0,<2.25.0 || >2.25.0,<3.0.0.dev0"
+google-auth-httplib2 = ">=0.2.0,<1.0.0"
+httplib2 = ">=0.19.0,<1.dev0"
+uritemplate = ">=3.0.1,<5"
+
 [[package]]
 name = "google-auth"
 version = "2.29.0"
@@ -665,19 +769,35 @@ pyopenssl = ["cryptography (>=38.0.3)", "pyopenssl (>=20.0.0)"]
 reauth = ["pyu2f (>=0.1.5)"]
 requests = ["requests (>=2.20.0,<3.0.0.dev0)"]
 
+[[package]]
+name = "google-auth-httplib2"
+version = "0.2.0"
+description = "Google Authentication Library: httplib2 transport"
+optional = false
+python-versions = "*"
+files = [
+    {file = "google-auth-httplib2-0.2.0.tar.gz", hash = "sha256:38aa7badf48f974f1eb9861794e9c0cb2a0511a4ec0679b1f886d108f5640e05"},
+    {file = "google_auth_httplib2-0.2.0-py2.py3-none-any.whl", hash = "sha256:b65a0a2123300dd71281a7bf6e64d65a0759287df52729bdd1ae2e47dc311a3d"},
+]
+
+[package.dependencies]
+google-auth = "*"
+httplib2 = ">=0.19.0"
+
 [[package]]
 name = "google-generativeai"
-version = "0.4.1"
+version = "0.5.2"
 description = "Google Generative AI High level API client library and tools."
 optional = false
 python-versions = ">=3.9"
 files = [
-    {file = "google_generativeai-0.4.1-py3-none-any.whl", hash = "sha256:89be3c00c2e688108fccefc50f47f45fc9d37ecd53c1ade9d86b5d982919c24a"},
+    {file = "google_generativeai-0.5.2-py3-none-any.whl", hash = "sha256:56f39485a0a673c93c21ec31c17809cc6a964193fb77b7ce809ad15d0dd72d7b"},
 ]
 
 [package.dependencies]
-google-ai-generativelanguage = "0.4.0"
+google-ai-generativelanguage = "0.6.2"
 google-api-core = "*"
+google-api-python-client = "*"
 google-auth = ">=2.15.0"
 protobuf = "*"
 pydantic = "*"
@@ -706,19 +826,19 @@ grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
 
 [[package]]
 name = "graphviz"
-version = "0.20.1"
+version = "0.20.3"
 description = "Simple Python interface for Graphviz"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "graphviz-0.20.1-py3-none-any.whl", hash = "sha256:587c58a223b51611c0cf461132da386edd896a029524ca61a1462b880bf97977"},
-    {file = "graphviz-0.20.1.zip", hash = "sha256:8c58f14adaa3b947daf26c19bc1e98c4e0702cdc31cf99153e6f06904d492bf8"},
+    {file = "graphviz-0.20.3-py3-none-any.whl", hash = "sha256:81f848f2904515d8cd359cc611faba817598d2feaac4027b266aa3eda7b3dde5"},
+    {file = "graphviz-0.20.3.zip", hash = "sha256:09d6bc81e6a9fa392e7ba52135a9d49f1ed62526f96499325930e87ca1b5925d"},
 ]
 
 [package.extras]
 dev = ["flake8", "pep8-naming", "tox (>=3)", "twine", "wheel"]
-docs = ["sphinx (>=5)", "sphinx-autodoc-typehints", "sphinx-rtd-theme"]
-test = ["coverage", "mock (>=4)", "pytest (>=7)", "pytest-cov", "pytest-mock (>=3)"]
+docs = ["sphinx (>=5,<7)", "sphinx-autodoc-typehints", "sphinx-rtd-theme"]
+test = ["coverage", "pytest (>=7,<8.1)", "pytest-cov", "pytest-mock (>=3)"]
 
 [[package]]
 name = "greenlet"
@@ -897,13 +1017,12 @@ files = [
 
 [[package]]
 name = "html2text"
-version = "2020.1.16"
+version = "2024.2.26"
 description = "Turn HTML into equivalent Markdown-structured text."
 optional = false
-python-versions = ">=3.5"
+python-versions = ">=3.8"
 files = [
-    {file = "html2text-2020.1.16-py3-none-any.whl", hash = "sha256:c7c629882da0cf377d66f073329ccf34a12ed2adf0169b9285ae4e63ef54c82b"},
-    {file = "html2text-2020.1.16.tar.gz", hash = "sha256:e296318e16b059ddb97f7a8a1d6a5c1d7af4544049a01e261731d2d5cc277bbb"},
+    {file = "html2text-2024.2.26.tar.gz", hash = "sha256:05f8e367d15aaabc96415376776cdd11afd5127a77fce6e36afc60c563ca2c32"},
 ]
 
 [[package]]
@@ -927,6 +1046,20 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 trio = ["trio (>=0.22.0,<0.26.0)"]
 
+[[package]]
+name = "httplib2"
+version = "0.22.0"
+description = "A comprehensive HTTP client library."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "httplib2-0.22.0-py3-none-any.whl", hash = "sha256:14ae0a53c1ba8f3d37e9e27cf37eabb0fb9980f435ba405d546948b009dd64dc"},
+    {file = "httplib2-0.22.0.tar.gz", hash = "sha256:d7a10bc5ef5ab08322488bde8c726eeee5c8618723fdb399597ec58f3d82df81"},
+]
+
+[package.dependencies]
+pyparsing = {version = ">=2.4.2,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.0.2 || >3.0.2,<3.0.3 || >3.0.3,<4", markers = "python_version > \"3.0\""}
+
 [[package]]
 name = "httpx"
 version = "0.27.0"
@@ -951,6 +1084,40 @@ cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
 http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 
+[[package]]
+name = "huggingface-hub"
+version = "0.23.0"
+description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
+optional = false
+python-versions = ">=3.8.0"
+files = [
+    {file = "huggingface_hub-0.23.0-py3-none-any.whl", hash = "sha256:075c30d48ee7db2bba779190dc526d2c11d422aed6f9044c5e2fdc2c432fdb91"},
+    {file = "huggingface_hub-0.23.0.tar.gz", hash = "sha256:7126dedd10a4c6fac796ced4d87a8cf004efc722a5125c2c09299017fa366fa9"},
+]
+
+[package.dependencies]
+filelock = "*"
+fsspec = ">=2023.5.0"
+packaging = ">=20.9"
+pyyaml = ">=5.1"
+requests = "*"
+tqdm = ">=4.42.1"
+typing-extensions = ">=3.7.4.3"
+
+[package.extras]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+cli = ["InquirerPy (==0.3.4)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "mypy (==1.5.1)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.3.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
+hf-transfer = ["hf-transfer (>=0.1.4)"]
+inference = ["aiohttp", "minijinja (>=1.0)"]
+quality = ["mypy (==1.5.1)", "ruff (>=0.3.0)"]
+tensorflow = ["graphviz", "pydot", "tensorflow"]
+tensorflow-testing = ["keras (<3.0)", "tensorflow"]
+testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio", "jedi", "minijinja (>=1.0)", "numpy", "pytest", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
+torch = ["safetensors", "torch"]
+typing = ["types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)"]
+
 [[package]]
 name = "idna"
 version = "3.7"
@@ -1058,13 +1225,13 @@ files = [
 
 [[package]]
 name = "langchain"
-version = "0.1.14"
+version = "0.1.15"
 description = "Building applications with LLMs through composability"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain-0.1.14-py3-none-any.whl", hash = "sha256:94f9b5df2421faaf762d4f43b9d65c270c2f701934580d281e4c6226deef7234"},
-    {file = "langchain-0.1.14.tar.gz", hash = "sha256:124c6244cf3957616b98f2df07dc2992fc40dff6ed1a62d8ee8a40f1e0260a40"},
+    {file = "langchain-0.1.15-py3-none-any.whl", hash = "sha256:3ac516463ae7f80047091f04592a1eea138321710bbc266005f9de238d71acd3"},
+    {file = "langchain-0.1.15.tar.gz", hash = "sha256:79d43035327fdcc5ac81a3db10f2b879f2bd5db3b268ef82bac7baf3ec32954e"},
 ]
 
 [package.dependencies]
@@ -1072,8 +1239,8 @@ aiohttp = ">=3.8.3,<4.0.0"
 async-timeout = {version = ">=4.0.0,<5.0.0", markers = "python_version < \"3.11\""}
 dataclasses-json = ">=0.5.7,<0.7"
 jsonpatch = ">=1.33,<2.0"
-langchain-community = ">=0.0.30,<0.1"
-langchain-core = ">=0.1.37,<0.2.0"
+langchain-community = ">=0.0.32,<0.1"
+langchain-core = ">=0.1.41,<0.2.0"
 langchain-text-splitters = ">=0.0.1,<0.1"
 langsmith = ">=0.1.17,<0.2.0"
 numpy = ">=1,<2"
@@ -1097,15 +1264,31 @@ openai = ["openai (<2)", "tiktoken (>=0.3.2,<0.6.0)"]
 qdrant = ["qdrant-client (>=1.3.1,<2.0.0)"]
 text-helpers = ["chardet (>=5.1.0,<6.0.0)"]
 
+[[package]]
+name = "langchain-anthropic"
+version = "0.1.11"
+description = "An integration package connecting AnthropicMessages and LangChain"
+optional = false
+python-versions = "<4.0,>=3.8.1"
+files = [
+    {file = "langchain_anthropic-0.1.11-py3-none-any.whl", hash = "sha256:21a9b72e14292f5f97d8a21ae1b3d799ff4d541fadc327deb7df62f1c96513a1"},
+    {file = "langchain_anthropic-0.1.11.tar.gz", hash = "sha256:b00e01cb22dbfd6a111f2c713f0a056770ae6fb677c9271998d0e360e25c3d12"},
+]
+
+[package.dependencies]
+anthropic = ">=0.23.0,<1"
+defusedxml = ">=0.7.1,<0.8.0"
+langchain-core = ">=0.1.43,<0.2.0"
+
 [[package]]
 name = "langchain-aws"
-version = "0.1.2"
+version = "0.1.3"
 description = "An integration package connecting AWS and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_aws-0.1.2-py3-none-any.whl", hash = "sha256:ce90aee673dd631131b16afc55753b6041d98dd2a20cb1b31b1f9ce7dc11c7b0"},
-    {file = "langchain_aws-0.1.2.tar.gz", hash = "sha256:f796c557fd155ea980b3c9794dd913cde644eea637a710ab53ad07f58b43f562"},
+    {file = "langchain_aws-0.1.3-py3-none-any.whl", hash = "sha256:8a6ec77dee365160cdda9509f74b629489c8c79e700321260581347ffecab53a"},
+    {file = "langchain_aws-0.1.3.tar.gz", hash = "sha256:4a6ea820d0fa720907182267040d55683ca35ea4e41c61f9afea4c13f03b1148"},
 ]
 
 [package.dependencies]
@@ -1163,18 +1346,18 @@ extended-testing = ["jinja2 (>=3,<4)"]
 
 [[package]]
 name = "langchain-google-genai"
-version = "1.0.1"
+version = "1.0.3"
 description = "An integration package connecting Google's genai package and LangChain"
 optional = false
 python-versions = "<4.0,>=3.9"
 files = [
-    {file = "langchain_google_genai-1.0.1-py3-none-any.whl", hash = "sha256:c59e7f49b3afb3d6d25366f83d47319e6825c8f0a9b95f4a591687dcb18862c0"},
-    {file = "langchain_google_genai-1.0.1.tar.gz", hash = "sha256:43b80ed2fbae3495381a4ed9d3978067c467fd5e5cf123aeaed79a9998b6e54a"},
+    {file = "langchain_google_genai-1.0.3-py3-none-any.whl", hash = "sha256:423fde5888ca9800fe6944a2f4ea5ed34cb9b37908092d9228f700ceefa365d8"},
+    {file = "langchain_google_genai-1.0.3.tar.gz", hash = "sha256:c575782e7f5e48b93c061a20e8dc5c9549aeb526180a6bef4e057e80f07b821c"},
 ]
 
 [package.dependencies]
-google-generativeai = ">=0.4.1,<0.5.0"
-langchain-core = ">=0.1,<0.2"
+google-generativeai = ">=0.5.2,<0.6.0"
+langchain-core = ">=0.1.45,<0.2"
 
 [package.extras]
 images = ["pillow (>=10.1.0,<11.0.0)"]
@@ -1196,18 +1379,18 @@ langchain-core = ">=0.1.45,<0.2.0"
 
 [[package]]
 name = "langchain-openai"
-version = "0.1.1"
+version = "0.1.6"
 description = "An integration package connecting OpenAI and LangChain"
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_openai-0.1.1-py3-none-any.whl", hash = "sha256:5cf4df5d2550af673337eafedaeec014ba52f9a25aeb8451206ca254bed01e5c"},
-    {file = "langchain_openai-0.1.1.tar.gz", hash = "sha256:d10e9a9fc4c8ea99ca98f23808ce44c7dcdd65354ac07ad10afe874ecf3401ca"},
+    {file = "langchain_openai-0.1.6-py3-none-any.whl", hash = "sha256:7f62ecb12d3cdd0d96679abea00e4e3ceb1f829f6d1f127a5f7b97c1315d157f"},
+    {file = "langchain_openai-0.1.6.tar.gz", hash = "sha256:7d2e838e57ef231cb7689fd58ac5fa8a6e9e504174f8c5698c837739786e2030"},
 ]
 
 [package.dependencies]
-langchain-core = ">=0.1.33,<0.2.0"
-openai = ">=1.10.0,<2.0.0"
+langchain-core = ">=0.1.46,<0.2.0"
+openai = ">=1.24.0,<2.0.0"
 tiktoken = ">=0.5.2,<1"
 
 [[package]]
@@ -1229,13 +1412,13 @@ extended-testing = ["lxml (>=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.54"
+version = "0.1.55"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.54-py3-none-any.whl", hash = "sha256:e8ba2758dbdff0fccb35337c28a5ab641dd980b22e178d390b72a15c9ae9caff"},
-    {file = "langsmith-0.1.54.tar.gz", hash = "sha256:86f5a90e48303de897f37a893f8bb635eabdaf23e674099e8bc0f2e9ca2f8faf"},
+    {file = "langsmith-0.1.55-py3-none-any.whl", hash = "sha256:c198b4019d0e0948fa2c94efcafa0312bd5e7ce36aae8d62a38af2d6b16584fc"},
+    {file = "langsmith-0.1.55.tar.gz", hash = "sha256:08b75046471e3c32cb6b526e48ca4570bfe3911d6b0a3f8575ee062da940324c"},
 ]
 
 [package.dependencies]
@@ -1782,70 +1965,76 @@ files = [
 
 [[package]]
 name = "pandas"
-version = "2.0.3"
+version = "2.2.2"
 description = "Powerful data structures for data analysis, time series, and statistics"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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-    {file = "pandas-2.0.3-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:f167beed68918d62bffb6ec64f2e1d8a7d297a038f86d4aed056b9493fca407f"},
-    {file = "pandas-2.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ce0c6f76a0f1ba361551f3e6dceaff06bde7514a374aa43e33b588ec10420183"},
-    {file = "pandas-2.0.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba619e410a21d8c387a1ea6e8a0e49bb42216474436245718d7f2e88a2f8d7c0"},
-    {file = "pandas-2.0.3-cp310-cp310-win32.whl", hash = "sha256:3ef285093b4fe5058eefd756100a367f27029913760773c8bf1d2d8bebe5d210"},
-    {file = "pandas-2.0.3-cp310-cp310-win_amd64.whl", hash = "sha256:9ee1a69328d5c36c98d8e74db06f4ad518a1840e8ccb94a4ba86920986bb617e"},
-    {file = "pandas-2.0.3-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:b084b91d8d66ab19f5bb3256cbd5ea661848338301940e17f4492b2ce0801fe8"},
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 name = "playwright"
@@ -2085,6 +2274,20 @@ files = [
 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
 
+[[package]]
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+
 [[package]]
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 version = "8.0.0"
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 [package.extras]
 crt = ["botocore[crt] (>=1.33.2,<2.0a.0)"]
 
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 [[package]]
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 version = "1.16.0"
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 [package.dependencies]
@@ -2706,6 +2977,123 @@ requests = ">=2.26.0"
 [package.extras]
 blobfile = ["blobfile (>=2)"]
 
+[[package]]
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+    {file = "tokenizers-0.19.1-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:d26194ef6c13302f446d39972aaa36a1dda6450bc8949f5eb4c27f51191375bd"},
+    {file = "tokenizers-0.19.1-pp310-pypy310_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:e8d1ed93beda54bbd6131a2cb363a576eac746d5c26ba5b7556bc6f964425594"},
+    {file = "tokenizers-0.19.1-pp310-pypy310_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ca407133536f19bdec44b3da117ef0d12e43f6d4b56ac4c765f37eca501c7bda"},
+    {file = "tokenizers-0.19.1-pp310-pypy310_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ce05fde79d2bc2e46ac08aacbc142bead21614d937aac950be88dc79f9db9022"},
+    {file = "tokenizers-0.19.1-pp310-pypy310_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:35583cd46d16f07c054efd18b5d46af4a2f070a2dd0a47914e66f3ff5efb2b1e"},
+    {file = "tokenizers-0.19.1-pp310-pypy310_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:43350270bfc16b06ad3f6f07eab21f089adb835544417afda0f83256a8bf8b75"},
+    {file = "tokenizers-0.19.1-pp37-pypy37_pp73-macosx_10_12_x86_64.whl", hash = "sha256:b4399b59d1af5645bcee2072a463318114c39b8547437a7c2d6a186a1b5a0e2d"},
+    {file = "tokenizers-0.19.1-pp37-pypy37_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6852c5b2a853b8b0ddc5993cd4f33bfffdca4fcc5d52f89dd4b8eada99379285"},
+    {file = "tokenizers-0.19.1-pp37-pypy37_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bcd266ae85c3d39df2f7e7d0e07f6c41a55e9a3123bb11f854412952deacd828"},
+    {file = "tokenizers-0.19.1-pp37-pypy37_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ecb2651956eea2aa0a2d099434134b1b68f1c31f9a5084d6d53f08ed43d45ff2"},
+    {file = "tokenizers-0.19.1-pp37-pypy37_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:b279ab506ec4445166ac476fb4d3cc383accde1ea152998509a94d82547c8e2a"},
+    {file = "tokenizers-0.19.1-pp37-pypy37_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:89183e55fb86e61d848ff83753f64cded119f5d6e1f553d14ffee3700d0a4a49"},
+    {file = "tokenizers-0.19.1-pp38-pypy38_pp73-macosx_10_12_x86_64.whl", hash = "sha256:b2edbc75744235eea94d595a8b70fe279dd42f3296f76d5a86dde1d46e35f574"},
+    {file = "tokenizers-0.19.1-pp38-pypy38_pp73-macosx_11_0_arm64.whl", hash = "sha256:0e64bfde9a723274e9a71630c3e9494ed7b4c0f76a1faacf7fe294cd26f7ae7c"},
+    {file = "tokenizers-0.19.1-pp38-pypy38_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:0b5ca92bfa717759c052e345770792d02d1f43b06f9e790ca0a1db62838816f3"},
+    {file = "tokenizers-0.19.1-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6f8a20266e695ec9d7a946a019c1d5ca4eddb6613d4f466888eee04f16eedb85"},
+    {file = "tokenizers-0.19.1-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:63c38f45d8f2a2ec0f3a20073cccb335b9f99f73b3c69483cd52ebc75369d8a1"},
+    {file = "tokenizers-0.19.1-pp38-pypy38_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:dd26e3afe8a7b61422df3176e06664503d3f5973b94f45d5c45987e1cb711876"},
+    {file = "tokenizers-0.19.1-pp38-pypy38_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:eddd5783a4a6309ce23432353cdb36220e25cbb779bfa9122320666508b44b88"},
+    {file = "tokenizers-0.19.1-pp39-pypy39_pp73-macosx_10_12_x86_64.whl", hash = "sha256:56ae39d4036b753994476a1b935584071093b55c7a72e3b8288e68c313ca26e7"},
+    {file = "tokenizers-0.19.1-pp39-pypy39_pp73-macosx_11_0_arm64.whl", hash = "sha256:f9939ca7e58c2758c01b40324a59c034ce0cebad18e0d4563a9b1beab3018243"},
+    {file = "tokenizers-0.19.1-pp39-pypy39_pp73-manylinux_2_12_i686.manylinux2010_i686.whl", hash = "sha256:6c330c0eb815d212893c67a032e9dc1b38a803eccb32f3e8172c19cc69fbb439"},
+    {file = "tokenizers-0.19.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ec11802450a2487cdf0e634b750a04cbdc1c4d066b97d94ce7dd2cb51ebb325b"},
+    {file = "tokenizers-0.19.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a2b718f316b596f36e1dae097a7d5b91fc5b85e90bf08b01ff139bd8953b25af"},
+    {file = "tokenizers-0.19.1-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:ed69af290c2b65169f0ba9034d1dc39a5db9459b32f1dd8b5f3f32a3fcf06eab"},
+    {file = "tokenizers-0.19.1-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:f8a9c828277133af13f3859d1b6bf1c3cb6e9e1637df0e45312e6b7c2e622b1f"},
+    {file = "tokenizers-0.19.1.tar.gz", hash = "sha256:ee59e6680ed0fdbe6b724cf38bd70400a0c1dd623b07ac729087270caeac88e3"},
+]
+
+[package.dependencies]
+huggingface-hub = ">=0.16.4,<1.0"
+
+[package.extras]
+dev = ["tokenizers[testing]"]
+docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
+
 [[package]]
 name = "tomli"
 version = "2.0.1"
@@ -2719,13 +3107,13 @@ files = [
 
 [[package]]
 name = "tqdm"
-version = "4.66.3"
+version = "4.66.4"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "tqdm-4.66.3-py3-none-any.whl", hash = "sha256:4f41d54107ff9a223dca80b53efe4fb654c67efaba7f47bada3ee9d50e05bd53"},
-    {file = "tqdm-4.66.3.tar.gz", hash = "sha256:23097a41eba115ba99ecae40d06444c15d1c0c698d527a01c6c8bd1c5d0647e5"},
+    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
+    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
 ]
 
 [package.dependencies]
@@ -2774,6 +3162,17 @@ files = [
     {file = "tzdata-2024.1.tar.gz", hash = "sha256:2674120f8d891909751c38abcdfd386ac0a5a1127954fbc332af6b5ceae07efd"},
 ]
 
+[[package]]
+name = "uritemplate"
+version = "4.1.1"
+description = "Implementation of RFC 6570 URI Templates"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "uritemplate-4.1.1-py2.py3-none-any.whl", hash = "sha256:830c08b8d99bdd312ea4ead05994a38e8936266f84b9a7878232db50b044e02e"},
+    {file = "uritemplate-4.1.1.tar.gz", hash = "sha256:4346edfc5c3b79f694bccd6d6099a322bbeb628dbf2cd86eea55a456ce5124f0"},
+]
+
 [[package]]
 name = "urllib3"
 version = "1.26.18"
@@ -2807,6 +3206,22 @@ h2 = ["h2 (>=4,<5)"]
 socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "yahoo-search-py"
+version = "0.3"
+description = "Search anything on Yahoo: web pages, news, videos, autocomplete, and weather."
+optional = false
+python-versions = ">=3"
+files = [
+    {file = "yahoo-search-py-0.3.tar.gz", hash = "sha256:01b5ca2ff117e9e3aca3754c233e49272793cb013de7652f70be48bcddb31772"},
+]
+
+[package.dependencies]
+httpx = "*"
+pydantic = "*"
+selectolax = "*"
+urllib3 = "*"
+
 [[package]]
 name = "yarl"
 version = "1.9.4"
@@ -2928,4 +3343,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "3186b0f5f116ce4889b0d1acea053f4766cf22d30a60ee12fdb5d1caed3cdc3b"
+content-hash = "b64eb1948d66b6f105fab878b1efc83ac5627631aa69552bd712f63a85246ebe"
diff --git a/scrapegraphai/graphs/abstract_graph.py b/scrapegraphai/graphs/abstract_graph.py
index f81bd3b0..90e7ac45 100644
--- a/scrapegraphai/graphs/abstract_graph.py
+++ b/scrapegraphai/graphs/abstract_graph.py
@@ -44,9 +44,9 @@ def __init__(self, prompt: str, config: dict, source: Optional[str] = None):
         self.source = source
         self.config = config
         self.llm_model = self._create_llm(config["llm"], chat=True)
-        self.embedder_model = self._create_default_embedder(llm_config=config["llm"]
-                                                            ) if "embeddings" not in config else self._create_embedder(
-            config["embeddings"])
+        embeddings_config = config.get("embeddings", {"dimension": 8192})
+        self.embedder_model = self._create_default_embedder(
+            llm_config=config["llm"]) if "embeddings" not in config else self._create_embedder(embeddings_config)
 
         # Create the graph
         self.graph = self._create_graph()
diff --git a/scrapegraphai/helpers/models_tokens.py b/scrapegraphai/helpers/models_tokens.py
index c446c70c..7b28f9af 100644
--- a/scrapegraphai/helpers/models_tokens.py
+++ b/scrapegraphai/helpers/models_tokens.py
@@ -39,7 +39,8 @@
         "dolphin-mixtral": 32000,
         "mistral-openorca": 32000,
         "stablelm-zephyr": 8192,
-        "nomic-embed-text": 8192
+        "nomic-embed-text": 8192,
+        "mxbai-embed-large'": 8192
     },
     "groq": {
         "llama3-8b-8192": 8192,

From 403979337c597037b20bd79b1e5c3ba2031e3149 Mon Sep 17 00:00:00 2001
From: VinciGit00 <mvincig11@gmail.com>
Date: Thu, 9 May 2024 10:46:31 +0200
Subject: [PATCH 04/11] Update abstract_graph.py

---
 scrapegraphai/graphs/abstract_graph.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/scrapegraphai/graphs/abstract_graph.py b/scrapegraphai/graphs/abstract_graph.py
index 90e7ac45..6a5c9b59 100644
--- a/scrapegraphai/graphs/abstract_graph.py
+++ b/scrapegraphai/graphs/abstract_graph.py
@@ -44,9 +44,10 @@ def __init__(self, prompt: str, config: dict, source: Optional[str] = None):
         self.source = source
         self.config = config
         self.llm_model = self._create_llm(config["llm"], chat=True)
-        embeddings_config = config.get("embeddings", {"dimension": 8192})
-        self.embedder_model = self._create_default_embedder(
-            llm_config=config["llm"]) if "embeddings" not in config else self._create_embedder(embeddings_config)
+        print(config["embeddings"])
+        self.embedder_model = self._create_default_embedder(llm_config=config["llm"]
+                                                            ) if "embeddings" not in config else self._create_embedder(
+            config["embeddings"])
 
         # Create the graph
         self.graph = self._create_graph()
@@ -162,7 +163,7 @@ def _create_llm(self, llm_config: dict, chat=False) -> object:
                     try:
                         self.model_token = models_tokens["ollama"][llm_params["model"]]
                     except KeyError as exc:
-                        raise KeyError("Model not supported") from exc
+                        self.model_token = 8192
                 else:
                     self.model_token = 8192
             except AttributeError:

From 94156755d132901f538291530f6da0d963f4f258 Mon Sep 17 00:00:00 2001
From: VinciGit00 <mvincig11@gmail.com>
Date: Thu, 9 May 2024 12:29:39 +0200
Subject: [PATCH 05/11] Update abstract_graph.py

---
 scrapegraphai/graphs/abstract_graph.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/scrapegraphai/graphs/abstract_graph.py b/scrapegraphai/graphs/abstract_graph.py
index 6a5c9b59..a71508a4 100644
--- a/scrapegraphai/graphs/abstract_graph.py
+++ b/scrapegraphai/graphs/abstract_graph.py
@@ -44,7 +44,6 @@ def __init__(self, prompt: str, config: dict, source: Optional[str] = None):
         self.source = source
         self.config = config
         self.llm_model = self._create_llm(config["llm"], chat=True)
-        print(config["embeddings"])
         self.embedder_model = self._create_default_embedder(llm_config=config["llm"]
                                                             ) if "embeddings" not in config else self._create_embedder(
             config["embeddings"])

From ad32298e70fc626fd62c897e153b806f79dba9b9 Mon Sep 17 00:00:00 2001
From: semantic-release-bot <semantic-release-bot@martynus.net>
Date: Thu, 9 May 2024 13:32:21 +0000
Subject: [PATCH 06/11] ci(release): 0.10.0-beta.3 [skip ci]

## [0.10.0-beta.3](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.10.0-beta.2...v0.10.0-beta.3) (2024-05-09)

### Features

* update info ([4ed0fb8](https://github.com/VinciGit00/Scrapegraph-ai/commit/4ed0fb89c3e6068190a7775bedcb6ae65ba59d18))
---
 CHANGELOG.md   | 7 +++++++
 pyproject.toml | 2 +-
 2 files changed, 8 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index bdd1ccf4..d302a4f0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,10 @@
+## [0.10.0-beta.3](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.10.0-beta.2...v0.10.0-beta.3) (2024-05-09)
+
+
+### Features
+
+* update info ([4ed0fb8](https://github.com/VinciGit00/Scrapegraph-ai/commit/4ed0fb89c3e6068190a7775bedcb6ae65ba59d18))
+
 ## [0.10.0-beta.2](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.10.0-beta.1...v0.10.0-beta.2) (2024-05-08)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index 39b0d030..7855f1de 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "scrapegraphai"
 
-version = "0.10.0b2"
+version = "0.10.0b3"
 
 description = "A web scraping library based on LangChain which uses LLM and direct graph logic to create scraping pipelines."
 authors = [

From a37fbbcbcfc3ddd0cc66f586f279676b52c4abfe Mon Sep 17 00:00:00 2001
From: roncaglionidaniele <roncaglionidaniele@icloud.com>
Date: Thu, 9 May 2024 15:47:01 +0200
Subject: [PATCH 07/11] fix: limit python version to < 3.12

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 39b0d030..7da99ff3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -23,7 +23,7 @@ classifiers = [
 ]
 
 [tool.poetry.dependencies]
-python = "^3.9"
+python = ">=3.9, <3.12"
 langchain = "0.1.15"
 langchain-openai = "^0.1.6"
 langchain-google-genai = "^1.0.3"

From f10f3b1438e0c625b7f2fa52faeb5a6c12116113 Mon Sep 17 00:00:00 2001
From: Shubham Kamboj <shubham.kamboj@shorthills.ai>
Date: Thu, 9 May 2024 21:55:05 +0530
Subject: [PATCH 08/11] feat: Add support for passing pdf path as source

---
 requirements.txt                          |  1 +
 scrapegraphai/graphs/pdf_scraper_graph.py | 13 +++----------
 scrapegraphai/nodes/fetch_node.py         | 11 ++++++++++-
 3 files changed, 14 insertions(+), 11 deletions(-)

diff --git a/requirements.txt b/requirements.txt
index ce5754b5..1e6224b4 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -18,3 +18,4 @@ playwright==1.43.0
 langchain-aws==0.1.2
 langchain-anthropic==0.1.11 
 yahoo-search-py==0.3
+pypdf==4.2.0
diff --git a/scrapegraphai/graphs/pdf_scraper_graph.py b/scrapegraphai/graphs/pdf_scraper_graph.py
index 2f62f509..4eb42b37 100644
--- a/scrapegraphai/graphs/pdf_scraper_graph.py
+++ b/scrapegraphai/graphs/pdf_scraper_graph.py
@@ -56,36 +56,29 @@ def _create_graph(self) -> BaseGraph:
         """
 
         fetch_node = FetchNode(
-            input="pdf_dir",
+            input='pdf',
             output=["doc"],
-            node_config={
-                "headless": self.headless,
-                "verbose": self.verbose
-            }
         )
         parse_node = ParseNode(
             input="doc",
             output=["parsed_doc"],
             node_config={
                 "chunk_size": self.model_token,
-                "verbose": self.verbose
             }
         )
         rag_node = RAGNode(
             input="user_prompt & (parsed_doc | doc)",
             output=["relevant_chunks"],
             node_config={
-                "llm": self.llm_model,
+                "llm_model": self.llm_model,
                 "embedder_model": self.embedder_model,
-                "verbose": self.verbose
             }
         )
         generate_answer_node = GenerateAnswerNode(
             input="user_prompt & (relevant_chunks | parsed_doc | doc)",
             output=["answer"],
             node_config={
-                "llm": self.llm_model,
-                "verbose": self.verbose
+                "llm_model": self.llm_model,
             }
         )
 
diff --git a/scrapegraphai/nodes/fetch_node.py b/scrapegraphai/nodes/fetch_node.py
index bcd207f3..c900b0a2 100644
--- a/scrapegraphai/nodes/fetch_node.py
+++ b/scrapegraphai/nodes/fetch_node.py
@@ -5,6 +5,7 @@
 from typing import List, Optional
 from langchain_community.document_loaders import AsyncChromiumLoader
 from langchain_core.documents import Document
+from langchain_community.document_loaders import PyPDFLoader
 from .base_node import BaseNode
 from ..utils.remover import remover
 
@@ -56,7 +57,6 @@ def execute(self, state):
 
         # Interpret input keys based on the provided input expression
         input_keys = self.get_input_keys(state)
-
         # Fetching data from the state based on the input keys
         input_data = [state[key] for key in input_keys]
 
@@ -66,6 +66,15 @@ def execute(self, state):
                 "source": "local_dir"
             })]
         # if it is a local directory
+
+        # handling for pdf
+        elif self.input == "pdf":
+            loader = PyPDFLoader(source)
+            compressed_document = loader.load()
+
+        elif self.input == "pdf_dir":
+            pass
+
         elif not source.startswith("http"):
             compressed_document = [Document(page_content=remover(source), metadata={
                 "source": "local_dir"

From 84e8d127937f4e28175c74cef75971b26ea533aa Mon Sep 17 00:00:00 2001
From: VinciGit00 <mvincig11@gmail.com>
Date: Thu, 9 May 2024 20:16:07 +0200
Subject: [PATCH 09/11] update lock

---
 poetry.lock | 26 +++++++++++++-------------
 1 file changed, 13 insertions(+), 13 deletions(-)

diff --git a/poetry.lock b/poetry.lock
index 284c3841..4bdc5dac 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -155,6 +155,7 @@ typing-extensions = ">=4.7,<5"
 [package.extras]
 bedrock = ["boto3 (>=1.28.57)", "botocore (>=1.31.57)"]
 vertex = ["google-auth (>=2,<3)"]
+
 [[package]]
 name = "anyio"
 version = "4.3.0"
@@ -1298,19 +1299,19 @@ numpy = ">=1,<2"
 
 [[package]]
 name = "langchain-community"
-version = "0.0.37"
+version = "0.0.38"
 description = "Community contributed LangChain integrations."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langchain_community-0.0.37-py3-none-any.whl", hash = "sha256:52e8557602dc099c2e236ec8a0599a956e2f08cfeb61e501815f5ec2d8545747"},
-    {file = "langchain_community-0.0.37.tar.gz", hash = "sha256:db2b5829bb20bc5b04c126b69143dbc31a880e949e94110c236b2c176906889f"},
+    {file = "langchain_community-0.0.38-py3-none-any.whl", hash = "sha256:ecb48660a70a08c90229be46b0cc5f6bc9f38f2833ee44c57dfab9bf3a2c121a"},
+    {file = "langchain_community-0.0.38.tar.gz", hash = "sha256:127fc4b75bc67b62fe827c66c02e715a730fef8fe69bd2023d466bab06b5810d"},
 ]
 
 [package.dependencies]
 aiohttp = ">=3.8.3,<4.0.0"
 dataclasses-json = ">=0.5.7,<0.7"
-langchain-core = ">=0.1.51,<0.2.0"
+langchain-core = ">=0.1.52,<0.2.0"
 langsmith = ">=0.1.0,<0.2.0"
 numpy = ">=1,<2"
 PyYAML = ">=5.3"
@@ -1412,13 +1413,13 @@ extended-testing = ["lxml (>=5.1.0,<6.0.0)"]
 
 [[package]]
 name = "langsmith"
-version = "0.1.55"
+version = "0.1.56"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = "<4.0,>=3.8.1"
 files = [
-    {file = "langsmith-0.1.55-py3-none-any.whl", hash = "sha256:c198b4019d0e0948fa2c94efcafa0312bd5e7ce36aae8d62a38af2d6b16584fc"},
-    {file = "langsmith-0.1.55.tar.gz", hash = "sha256:08b75046471e3c32cb6b526e48ca4570bfe3911d6b0a3f8575ee062da940324c"},
+    {file = "langsmith-0.1.56-py3-none-any.whl", hash = "sha256:2f930e054ea8eccd8ff99f0f129ae7d2513973b2e706d5483f44ea9951a1dca0"},
+    {file = "langsmith-0.1.56.tar.gz", hash = "sha256:ff645b5bf16e2566740218ed6c048a1f8edbbedb4480a0d305a837ec71303fbf"},
 ]
 
 [package.dependencies]
@@ -1876,13 +1877,13 @@ files = [
 
 [[package]]
 name = "openai"
-version = "1.26.0"
+version = "1.27.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.7.1"
 files = [
-    {file = "openai-1.26.0-py3-none-any.whl", hash = "sha256:884ced523fb0225780f8b0e0ed6f7e014049c32d049a41ad0ac962869f1055d1"},
-    {file = "openai-1.26.0.tar.gz", hash = "sha256:642e857b60855702ee6ff665e8fa80946164f77b92e58fd24e01b545685b8405"},
+    {file = "openai-1.27.0-py3-none-any.whl", hash = "sha256:1183346fae6e63cb3a9134e397c0067690dc9d94ceb36eb0eb2c1bb9a1542aca"},
+    {file = "openai-1.27.0.tar.gz", hash = "sha256:498adc80ba81a95324afdfd11a71fa43a37e1d94a5ca5f4542e52fe9568d995b"},
 ]
 
 [package.dependencies]
@@ -2005,7 +2006,6 @@ files = [
 numpy = [
     {version = ">=1.22.4", markers = "python_version < \"3.11\""},
     {version = ">=1.23.2", markers = "python_version == \"3.11\""},
-    {version = ">=1.26.0", markers = "python_version >= \"3.12\""},
 ]
 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
@@ -3342,5 +3342,5 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 
 [metadata]
 lock-version = "2.0"
-python-versions = "^3.9"
-content-hash = "b64eb1948d66b6f105fab878b1efc83ac5627631aa69552bd712f63a85246ebe"
+python-versions = ">=3.9, <3.12"
+content-hash = "4248d989a9691c2ded2ba504a6099527c02ff5ffbbbf4ce900f85c7f5c548518"

From 548bff9d77c8b4d2aadee40e966a06cc9d7fd4ab Mon Sep 17 00:00:00 2001
From: semantic-release-bot <semantic-release-bot@martynus.net>
Date: Thu, 9 May 2024 18:17:45 +0000
Subject: [PATCH 10/11] ci(release): 0.10.0-beta.4 [skip ci]

## [0.10.0-beta.4](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.10.0-beta.3...v0.10.0-beta.4) (2024-05-09)

### Features

* Add support for passing pdf path as source ([f10f3b1](https://github.com/VinciGit00/Scrapegraph-ai/commit/f10f3b1438e0c625b7f2fa52faeb5a6c12116113))

### Bug Fixes

* limit python version to < 3.12 ([a37fbbc](https://github.com/VinciGit00/Scrapegraph-ai/commit/a37fbbcbcfc3ddd0cc66f586f279676b52c4abfe))
---
 CHANGELOG.md   | 12 ++++++++++++
 pyproject.toml |  2 +-
 2 files changed, 13 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index d302a4f0..a54c8306 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,15 @@
+## [0.10.0-beta.4](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.10.0-beta.3...v0.10.0-beta.4) (2024-05-09)
+
+
+### Features
+
+* Add support for passing pdf path as source ([f10f3b1](https://github.com/VinciGit00/Scrapegraph-ai/commit/f10f3b1438e0c625b7f2fa52faeb5a6c12116113))
+
+
+### Bug Fixes
+
+* limit python version to < 3.12 ([a37fbbc](https://github.com/VinciGit00/Scrapegraph-ai/commit/a37fbbcbcfc3ddd0cc66f586f279676b52c4abfe))
+
 ## [0.10.0-beta.3](https://github.com/VinciGit00/Scrapegraph-ai/compare/v0.10.0-beta.2...v0.10.0-beta.3) (2024-05-09)
 
 
diff --git a/pyproject.toml b/pyproject.toml
index e318c4df..90a86467 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [tool.poetry]
 name = "scrapegraphai"
 
-version = "0.10.0b3"
+version = "0.10.0b4"
 
 description = "A web scraping library based on LangChain which uses LLM and direct graph logic to create scraping pipelines."
 authors = [

From 324e977b853ecaa55bac4bf86e7cd927f7f43d0d Mon Sep 17 00:00:00 2001
From: VinciGit00 <mvincig11@gmail.com>
Date: Thu, 9 May 2024 20:46:46 +0200
Subject: [PATCH 11/11] fix: fixed bugs for csv and xml

---
 scrapegraphai/graphs/csv_scraper_graph.py |  4 ++--
 scrapegraphai/graphs/xml_scraper_graph.py |  4 ++--
 scrapegraphai/nodes/fetch_node.py         | 24 +++++++++++++++++------
 3 files changed, 22 insertions(+), 10 deletions(-)

diff --git a/scrapegraphai/graphs/csv_scraper_graph.py b/scrapegraphai/graphs/csv_scraper_graph.py
index 24c19234..178a9c47 100644
--- a/scrapegraphai/graphs/csv_scraper_graph.py
+++ b/scrapegraphai/graphs/csv_scraper_graph.py
@@ -30,7 +30,7 @@ def _create_graph(self):
         Creates the graph of nodes representing the workflow for web scraping.
         """
         fetch_node = FetchNode(
-            input="csv_dir",
+            input="csv",
             output=["doc"],
         )
         parse_node = ParseNode(
@@ -78,4 +78,4 @@ def run(self) -> str:
         inputs = {"user_prompt": self.prompt, self.input_key: self.source}
         self.final_state, self.execution_info = self.graph.execute(inputs)
 
-        return self.final_state.get("answer", "No answer found.")
\ No newline at end of file
+        return self.final_state.get("answer", "No answer found.")
diff --git a/scrapegraphai/graphs/xml_scraper_graph.py b/scrapegraphai/graphs/xml_scraper_graph.py
index 945dc165..b487f6ae 100644
--- a/scrapegraphai/graphs/xml_scraper_graph.py
+++ b/scrapegraphai/graphs/xml_scraper_graph.py
@@ -56,7 +56,7 @@ def _create_graph(self) -> BaseGraph:
         """
 
         fetch_node = FetchNode(
-            input="xml_dir",
+            input="xml",
             output=["doc"]
         )
         parse_node = ParseNode(
@@ -108,4 +108,4 @@ def run(self) -> str:
         inputs = {"user_prompt": self.prompt, self.input_key: self.source}
         self.final_state, self.execution_info = self.graph.execute(inputs)
 
-        return self.final_state.get("answer", "No answer found.")
\ No newline at end of file
+        return self.final_state.get("answer", "No answer found.")
diff --git a/scrapegraphai/nodes/fetch_node.py b/scrapegraphai/nodes/fetch_node.py
index c900b0a2..dfaf8bb6 100644
--- a/scrapegraphai/nodes/fetch_node.py
+++ b/scrapegraphai/nodes/fetch_node.py
@@ -1,7 +1,7 @@
 """ 
 FetchNode Module
 """
-
+import pandas as pd
 from typing import List, Optional
 from langchain_community.document_loaders import AsyncChromiumLoader
 from langchain_core.documents import Document
@@ -22,7 +22,7 @@ class FetchNode(BaseNode):
     Attributes:
         headless (bool): A flag indicating whether the browser should run in headless mode.
         verbose (bool): A flag indicating whether to print verbose output during execution.
-    
+
     Args:
         input (str): Boolean expression defining the input keys needed from the state.
         output (List[str]): List of output keys to be updated in the state.
@@ -30,11 +30,13 @@ class FetchNode(BaseNode):
         node_name (str): The unique identifier name for the node, defaulting to "Fetch".
     """
 
-    def __init__(self, input: str, output: List[str], node_config: Optional[dict]=None, node_name: str = "Fetch"):
+    def __init__(self, input: str, output: List[str], node_config: Optional[dict] = None, node_name: str = "Fetch"):
         super().__init__(node_name, "node", input, output, 1)
 
-        self.headless = True if node_config is None else node_config.get("headless", True)
-        self.verbose = False if node_config is None else node_config.get("verbose", False)
+        self.headless = True if node_config is None else node_config.get(
+            "headless", True)
+        self.verbose = False if node_config is None else node_config.get(
+            "verbose", False)
 
     def execute(self, state):
         """
@@ -72,6 +74,16 @@ def execute(self, state):
             loader = PyPDFLoader(source)
             compressed_document = loader.load()
 
+        elif self.input == "csv":
+            compressed_document = [Document(page_content=pd.read_csv(source), metadata={
+                "source": "xml"
+            })]
+        elif self.input == "xml":
+            with open(source, 'r', encoding='utf-8') as f:
+                data = f.read()
+            compressed_document = [Document(page_content=data, metadata={
+                "source": "xml"
+            })]
         elif self.input == "pdf_dir":
             pass
 
@@ -82,7 +94,7 @@ def execute(self, state):
 
         else:
             if self.node_config is not None and self.node_config.get("endpoint") is not None:
-                
+
                 loader = AsyncChromiumLoader(
                     [source],
                     proxies={"http": self.node_config["endpoint"]},