From 72b9ab7d41729240535572f1e286c5edadf6f932 Mon Sep 17 00:00:00 2001 From: suoko <gabriele.vidali@gmail.com> Date: Fri, 27 Oct 2023 21:26:46 +0200 Subject: [PATCH 01/12] Create readme.md --- examples/langchain-docscanner/readme.md | 1 + 1 file changed, 1 insertion(+) create mode 100644 examples/langchain-docscanner/readme.md diff --git a/examples/langchain-docscanner/readme.md b/examples/langchain-docscanner/readme.md new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/examples/langchain-docscanner/readme.md @@ -0,0 +1 @@ + From 2a32abe01bfbea1963a9417171361ae44d889999 Mon Sep 17 00:00:00 2001 From: suoko <gabriele.vidali@gmail.com> Date: Fri, 27 Oct 2023 21:27:38 +0200 Subject: [PATCH 02/12] Update readme.md --- examples/langchain-docscanner/readme.md | 20 ++++++++++++++++++++ 1 file changed, 20 insertions(+) diff --git a/examples/langchain-docscanner/readme.md b/examples/langchain-docscanner/readme.md index 8b137891..bdf1af3c 100644 --- a/examples/langchain-docscanner/readme.md +++ b/examples/langchain-docscanner/readme.md @@ -1 +1,21 @@ +# LangChain +This example is a basic "hello world" of using LangChain with Ollama. + +## Setup + +``` +pip install -r requirements.txt +``` + +## Run + +``` +python main.py +``` + +Running this example will open a web server with port 7860: + +``` + +``` From ce864163cd09fae880385e107459303992c3294a Mon Sep 17 00:00:00 2001 From: suoko <gabriele.vidali@gmail.com> Date: Fri, 27 Oct 2023 21:36:13 +0200 Subject: [PATCH 03/12] Added files --- examples/langchain-docscanner/main.py | 62 +++++++++++++++++++ .../langchain-docscanner/requirements.txt | 10 +++ 2 files changed, 72 insertions(+) create mode 100644 examples/langchain-docscanner/main.py create mode 100644 examples/langchain-docscanner/requirements.txt diff --git a/examples/langchain-docscanner/main.py b/examples/langchain-docscanner/main.py new file mode 100644 index 00000000..6cb152cc --- /dev/null +++ b/examples/langchain-docscanner/main.py @@ -0,0 +1,62 @@ +import gradio as gr + +import sys +import os +from collections.abc import Iterable + +from langchain.document_loaders import PyPDFLoader +from langchain.document_loaders import Docx2txtLoader +from langchain.document_loaders import TextLoader +from langchain.document_loaders import UnstructuredHTMLLoader + +from langchain.text_splitter import RecursiveCharacterTextSplitter +from langchain.text_splitter import CharacterTextSplitter + +from langchain.chains import RetrievalQA +from langchain.llms import Ollama + +ollama = Ollama(base_url='http://localhost:11434', +#model="codellama") +#model="starcoder") +model="llama2") + +docsUrl = "/home/user/dev/docs" + +documents = [] +for file in os.listdir(docsUrl): + + if file.endswith(".pdf"): + pdf_path = docsUrl + "/" + file + loader = PyPDFLoader(pdf_path) + documents.extend(loader.load()) + elif file.endswith('.docx') or file.endswith('.doc'): + doc_path = docsUrl + "/" + file + loader = Docx2txtLoader(doc_path) + documents.extend(loader.load()) + elif file.endswith('.txt') or file.endswith('.kt') or file.endswith('.json'): + text_path = docsUrl + "/" + file + loader = TextLoader(text_path) + documents.extend(loader.load()) + elif file.endswith('.html') or file.endswith('.htm'): + text_path = docsUrl + "/" + file + loader = UnstructuredHTMLLoader(text_path) + documents.extend(loader.load()) + +text_splitter = CharacterTextSplitter(chunk_size=3500, chunk_overlap=20) +all_splits = text_splitter.split_documents(documents) + +from langchain.embeddings import GPT4AllEmbeddings +from langchain.vectorstores import Chroma +vectorstore = Chroma.from_documents(documents=all_splits, embedding=GPT4AllEmbeddings()) + +def greet(question): + docs = vectorstore.similarity_search(question) + len(docs) + qachain=RetrievalQA.from_chain_type(ollama, retriever=vectorstore.as_retriever()) + reply=qachain({"query": question}) + return reply + +demo = gr.Interface(fn=greet, inputs="text", outputs="text") + +if __name__ == "__main__": + demo.launch(server_name="0.0.0.0", server_port=7860) diff --git a/examples/langchain-docscanner/requirements.txt b/examples/langchain-docscanner/requirements.txt new file mode 100644 index 00000000..90301028 --- /dev/null +++ b/examples/langchain-docscanner/requirements.txt @@ -0,0 +1,10 @@ +langchain +pypdf +chromadb +tiktoken +docx2txt +unstructured +gradio +pillow +matplotlib==1.5 +Numpy==1.23.5 From d46dedbbfaabb624128c08cd9ea5ee4bbc3b1a3e Mon Sep 17 00:00:00 2001 From: suoko <gabriele.vidali@gmail.com> Date: Sat, 28 Oct 2023 08:59:30 +0200 Subject: [PATCH 04/12] Update main.py with gradio.chatinterface --- examples/langchain-docscanner/main.py | 27 +++++++++++++++++++++------ 1 file changed, 21 insertions(+), 6 deletions(-) diff --git a/examples/langchain-docscanner/main.py b/examples/langchain-docscanner/main.py index 6cb152cc..919233ae 100644 --- a/examples/langchain-docscanner/main.py +++ b/examples/langchain-docscanner/main.py @@ -29,34 +29,49 @@ for file in os.listdir(docsUrl): pdf_path = docsUrl + "/" + file loader = PyPDFLoader(pdf_path) documents.extend(loader.load()) + print("Found " + pdf_path) elif file.endswith('.docx') or file.endswith('.doc'): doc_path = docsUrl + "/" + file loader = Docx2txtLoader(doc_path) documents.extend(loader.load()) + print("Found " + doc_path) elif file.endswith('.txt') or file.endswith('.kt') or file.endswith('.json'): text_path = docsUrl + "/" + file loader = TextLoader(text_path) documents.extend(loader.load()) + print("Found " + text_path) elif file.endswith('.html') or file.endswith('.htm'): - text_path = docsUrl + "/" + file - loader = UnstructuredHTMLLoader(text_path) + htm_path = docsUrl + "/" + file + loader = UnstructuredHTMLLoader(htm_path) documents.extend(loader.load()) + print("Found " + htm_path) -text_splitter = CharacterTextSplitter(chunk_size=3500, chunk_overlap=20) + +text_splitter = CharacterTextSplitter(chunk_size=2000, chunk_overlap=20) all_splits = text_splitter.split_documents(documents) from langchain.embeddings import GPT4AllEmbeddings from langchain.vectorstores import Chroma vectorstore = Chroma.from_documents(documents=all_splits, embedding=GPT4AllEmbeddings()) -def greet(question): + + + + + +def AI_response(question, history): docs = vectorstore.similarity_search(question) len(docs) qachain=RetrievalQA.from_chain_type(ollama, retriever=vectorstore.as_retriever()) - reply=qachain({"query": question}) + #reply=qachain() + #reply=str(qachain({"query": question})) + reply=str(qachain.run(question)) return reply -demo = gr.Interface(fn=greet, inputs="text", outputs="text") + + +demo = gr.ChatInterface(AI_response, title="Put your files in folder" + docsUrl) if __name__ == "__main__": demo.launch(server_name="0.0.0.0", server_port=7860) + From 03bd4ed1d3056c722f2f0ff835934415ebd29c61 Mon Sep 17 00:00:00 2001 From: suoko <gabriele.vidali@gmail.com> Date: Sat, 28 Oct 2023 09:00:22 +0200 Subject: [PATCH 05/12] Simple chatbot interface for ollama --- examples/langchain-docscanner/askGradio.py | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) create mode 100644 examples/langchain-docscanner/askGradio.py diff --git a/examples/langchain-docscanner/askGradio.py b/examples/langchain-docscanner/askGradio.py new file mode 100644 index 00000000..f0c1d7ad --- /dev/null +++ b/examples/langchain-docscanner/askGradio.py @@ -0,0 +1,19 @@ +import random +import gradio as gr +from langchain.llms import Ollama + +ollama = Ollama(base_url='http://localhost:11434', model="llama2") + + + + +def random_response(message, history): + return ollama(message) + +demo = gr.ChatInterface(random_response, title="Echo Bot") + +if __name__ == "__main__": + demo.launch() + + + From ab5e7a422a47b24a0dfcd4f7a96eb5e5b4ab03fe Mon Sep 17 00:00:00 2001 From: suoko <gabriele.vidali@gmail.com> Date: Sat, 28 Oct 2023 09:26:49 +0200 Subject: [PATCH 06/12] Update requirements.txt --- .../langchain-docscanner/requirements.txt | 20 +++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/examples/langchain-docscanner/requirements.txt b/examples/langchain-docscanner/requirements.txt index 90301028..37ee5e02 100644 --- a/examples/langchain-docscanner/requirements.txt +++ b/examples/langchain-docscanner/requirements.txt @@ -1,10 +1,10 @@ -langchain -pypdf -chromadb -tiktoken -docx2txt -unstructured -gradio -pillow -matplotlib==1.5 -Numpy==1.23.5 +langchain==0.0.313 +pypdf==3.16.4 +chromadb==0.4.14 +tiktoken==0.5.1 +docx2txt==0.8 +unstructured==0.10.25 +gradio==3.50.2 +Pillow==10.1.0 +matplotlib==3.8.0 +numpy==1.23.5 From 9eaa775849643c063b2f8a6fef91419287544b85 Mon Sep 17 00:00:00 2001 From: suoko <gabriele.vidali@gmail.com> Date: Sat, 28 Oct 2023 23:47:18 +0200 Subject: [PATCH 07/12] Update main.py --- examples/langchain-docscanner/main.py | 31 +++++++++++++++++---------- 1 file changed, 20 insertions(+), 11 deletions(-) diff --git a/examples/langchain-docscanner/main.py b/examples/langchain-docscanner/main.py index 919233ae..597464ba 100644 --- a/examples/langchain-docscanner/main.py +++ b/examples/langchain-docscanner/main.py @@ -4,17 +4,20 @@ import sys import os from collections.abc import Iterable -from langchain.document_loaders import PyPDFLoader -from langchain.document_loaders import Docx2txtLoader -from langchain.document_loaders import TextLoader -from langchain.document_loaders import UnstructuredHTMLLoader +from langchain.document_loaders import PyPDFLoader, Docx2txtLoader, TextLoader, UnstructuredHTMLLoader -from langchain.text_splitter import RecursiveCharacterTextSplitter -from langchain.text_splitter import CharacterTextSplitter +from langchain.text_splitter import RecursiveCharacterTextSplitter, CharacterTextSplitter from langchain.chains import RetrievalQA + from langchain.llms import Ollama +from langchain.vectorstores import FAISS, Chroma + +from langchain.embeddings import GPT4AllEmbeddings, CacheBackedEmbeddings + +from langchain.storage import LocalFileStore#, RedisStore, UpstashRedisStore, InMemoryStore + ollama = Ollama(base_url='http://localhost:11434', #model="codellama") #model="starcoder") @@ -47,16 +50,22 @@ for file in os.listdir(docsUrl): print("Found " + htm_path) -text_splitter = CharacterTextSplitter(chunk_size=2000, chunk_overlap=20) +text_splitter = CharacterTextSplitter(chunk_size=32, chunk_overlap=32) all_splits = text_splitter.split_documents(documents) -from langchain.embeddings import GPT4AllEmbeddings -from langchain.vectorstores import Chroma -vectorstore = Chroma.from_documents(documents=all_splits, embedding=GPT4AllEmbeddings()) - + + +#fs = LocalFileStore("/home/gabriele/dev/cache/") + +#underlying_embeddings = GPT4AllEmbeddings() +#cached_embedder = CacheBackedEmbeddings.from_bytes_store( +# underlying_embeddings, fs, namespace=underlying_embeddings.model +#) +vectorstore = Chroma.from_documents(documents=all_splits, embedding=GPT4AllEmbeddings(embeddings_chunk_size=1000)) +#vectorstore = FAISS.from_documents(documents=all_splits, embedding=cached_embedder) def AI_response(question, history): From 358960a3c4252a352f2d89f041c3233a22811919 Mon Sep 17 00:00:00 2001 From: suoko <gabriele.vidali@gmail.com> Date: Sun, 29 Oct 2023 10:12:57 +0100 Subject: [PATCH 08/12] Update main.py Faster thanks to embeddings_chunk_size=1000 From 11740c30d7ffcd41003a80e983e7affe18ee5d47 Mon Sep 17 00:00:00 2001 From: suoko <gabriele.vidali@gmail.com> Date: Mon, 30 Oct 2023 22:40:14 +0100 Subject: [PATCH 09/12] fix gradio and folder name --- examples/langchain-docscanner/main.py | 86 ------------------- .../askGradio.py | 0 .../langchain-python-langchain-webui/main.py | 80 +++++++++++++++++ .../readme.md | 0 .../requirements.txt | 0 5 files changed, 80 insertions(+), 86 deletions(-) delete mode 100644 examples/langchain-docscanner/main.py rename examples/{langchain-docscanner => langchain-python-langchain-webui}/askGradio.py (100%) create mode 100644 examples/langchain-python-langchain-webui/main.py rename examples/{langchain-docscanner => langchain-python-langchain-webui}/readme.md (100%) rename examples/{langchain-docscanner => langchain-python-langchain-webui}/requirements.txt (100%) diff --git a/examples/langchain-docscanner/main.py b/examples/langchain-docscanner/main.py deleted file mode 100644 index 597464ba..00000000 --- a/examples/langchain-docscanner/main.py +++ /dev/null @@ -1,86 +0,0 @@ -import gradio as gr - -import sys -import os -from collections.abc import Iterable - -from langchain.document_loaders import PyPDFLoader, Docx2txtLoader, TextLoader, UnstructuredHTMLLoader - -from langchain.text_splitter import RecursiveCharacterTextSplitter, CharacterTextSplitter - -from langchain.chains import RetrievalQA - -from langchain.llms import Ollama - -from langchain.vectorstores import FAISS, Chroma - -from langchain.embeddings import GPT4AllEmbeddings, CacheBackedEmbeddings - -from langchain.storage import LocalFileStore#, RedisStore, UpstashRedisStore, InMemoryStore - -ollama = Ollama(base_url='http://localhost:11434', -#model="codellama") -#model="starcoder") -model="llama2") - -docsUrl = "/home/user/dev/docs" - -documents = [] -for file in os.listdir(docsUrl): - - if file.endswith(".pdf"): - pdf_path = docsUrl + "/" + file - loader = PyPDFLoader(pdf_path) - documents.extend(loader.load()) - print("Found " + pdf_path) - elif file.endswith('.docx') or file.endswith('.doc'): - doc_path = docsUrl + "/" + file - loader = Docx2txtLoader(doc_path) - documents.extend(loader.load()) - print("Found " + doc_path) - elif file.endswith('.txt') or file.endswith('.kt') or file.endswith('.json'): - text_path = docsUrl + "/" + file - loader = TextLoader(text_path) - documents.extend(loader.load()) - print("Found " + text_path) - elif file.endswith('.html') or file.endswith('.htm'): - htm_path = docsUrl + "/" + file - loader = UnstructuredHTMLLoader(htm_path) - documents.extend(loader.load()) - print("Found " + htm_path) - - -text_splitter = CharacterTextSplitter(chunk_size=32, chunk_overlap=32) -all_splits = text_splitter.split_documents(documents) - - - -#fs = LocalFileStore("/home/gabriele/dev/cache/") - -#underlying_embeddings = GPT4AllEmbeddings() -#cached_embedder = CacheBackedEmbeddings.from_bytes_store( -# underlying_embeddings, fs, namespace=underlying_embeddings.model -#) - - - -vectorstore = Chroma.from_documents(documents=all_splits, embedding=GPT4AllEmbeddings(embeddings_chunk_size=1000)) -#vectorstore = FAISS.from_documents(documents=all_splits, embedding=cached_embedder) - - -def AI_response(question, history): - docs = vectorstore.similarity_search(question) - len(docs) - qachain=RetrievalQA.from_chain_type(ollama, retriever=vectorstore.as_retriever()) - #reply=qachain() - #reply=str(qachain({"query": question})) - reply=str(qachain.run(question)) - return reply - - - -demo = gr.ChatInterface(AI_response, title="Put your files in folder" + docsUrl) - -if __name__ == "__main__": - demo.launch(server_name="0.0.0.0", server_port=7860) - diff --git a/examples/langchain-docscanner/askGradio.py b/examples/langchain-python-langchain-webui/askGradio.py similarity index 100% rename from examples/langchain-docscanner/askGradio.py rename to examples/langchain-python-langchain-webui/askGradio.py diff --git a/examples/langchain-python-langchain-webui/main.py b/examples/langchain-python-langchain-webui/main.py new file mode 100644 index 00000000..ce6dd812 --- /dev/null +++ b/examples/langchain-python-langchain-webui/main.py @@ -0,0 +1,80 @@ +#! /usr/bin/python3.10 + +import gradio as gr +import sys +import os +import subprocess +from collections.abc import Iterable +from langchain.document_loaders import PyPDFLoader, Docx2txtLoader, TextLoader, UnstructuredHTMLLoader +from langchain.text_splitter import RecursiveCharacterTextSplitter, CharacterTextSplitter +from langchain.chains import RetrievalQA +from langchain.llms import Ollama +from langchain.vectorstores import FAISS, Chroma +from langchain.embeddings import GPT4AllEmbeddings, CacheBackedEmbeddings +from langchain.storage import LocalFileStore#, RedisStore, UpstashRedisStore, InMemoryStore + +docsUrl = "/home/user/dev/docs" +ollamaModel="llama2" + +def get_ollama_names(): + output = subprocess.check_output(["ollama", "list"]) + lines = output.decode("utf-8").splitlines() + names = {} + for line in lines[1:]: + name = line.split()[0].split(':')[0] + names[name] = name + return names + +names = get_ollama_names() + +def greet(name): + global ollamaModel + ollamaModel=name + return f"{name}" + +dropdown = gr.Dropdown(label="Models available", choices=names, value="llama2") +textbox = gr.Textbox(label="You chose") + +def AI_response(question, history): + ollama = Ollama(base_url='http://localhost:11434', model=ollamaModel) + print(ollamaModel) + documents = [] + for file in os.listdir(docsUrl): + if file.endswith(".pdf"): + pdf_path = docsUrl + "/" + file + loader = PyPDFLoader(pdf_path) + documents.extend(loader.load()) + print("Found " + pdf_path) + elif file.endswith('.docx') or file.endswith('.doc'): + doc_path = docsUrl + "/" + file + loader = Docx2txtLoader(doc_path) + documents.extend(loader.load()) + print("Found " + doc_path) + elif file.endswith('.txt') or file.endswith('.kt') or file.endswith('.json'): + text_path = docsUrl + "/" + file + loader = TextLoader(text_path) + documents.extend(loader.load()) + print("Found " + text_path) + elif file.endswith('.html') or file.endswith('.htm'): + htm_path = docsUrl + "/" + file + loader = UnstructuredHTMLLoader(htm_path) + documents.extend(loader.load()) + print("Found " + htm_path) + + text_splitter = CharacterTextSplitter(chunk_size=32, chunk_overlap=32) + all_splits = text_splitter.split_documents(documents) + vectorstore = Chroma.from_documents(documents=all_splits, embedding=GPT4AllEmbeddings(embeddings_chunk_size=1000)) + docs = vectorstore.similarity_search(question) + len(docs) + qachain=RetrievalQA.from_chain_type(ollama, retriever=vectorstore.as_retriever()) + reply=str(qachain.run(question)) + return reply + + + +with gr.Blocks() as demo: + interface = gr.Interface(fn=greet, inputs=[dropdown], outputs=[textbox], title="Choose a LLM model") + chat = gr.ChatInterface(AI_response, title="Put your files in folder " + docsUrl) + +demo.launch() + diff --git a/examples/langchain-docscanner/readme.md b/examples/langchain-python-langchain-webui/readme.md similarity index 100% rename from examples/langchain-docscanner/readme.md rename to examples/langchain-python-langchain-webui/readme.md diff --git a/examples/langchain-docscanner/requirements.txt b/examples/langchain-python-langchain-webui/requirements.txt similarity index 100% rename from examples/langchain-docscanner/requirements.txt rename to examples/langchain-python-langchain-webui/requirements.txt From c63e716645836eb9f6082fce56d22fd23fcecc90 Mon Sep 17 00:00:00 2001 From: suoko <gabriele.vidali@gmail.com> Date: Tue, 31 Oct 2023 09:54:26 +0100 Subject: [PATCH 10/12] Update main.py Server open to LAN requests again --- examples/langchain-python-langchain-webui/main.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/langchain-python-langchain-webui/main.py b/examples/langchain-python-langchain-webui/main.py index ce6dd812..16209f0a 100644 --- a/examples/langchain-python-langchain-webui/main.py +++ b/examples/langchain-python-langchain-webui/main.py @@ -76,5 +76,5 @@ with gr.Blocks() as demo: interface = gr.Interface(fn=greet, inputs=[dropdown], outputs=[textbox], title="Choose a LLM model") chat = gr.ChatInterface(AI_response, title="Put your files in folder " + docsUrl) -demo.launch() +demo.launch(server_name="0.0.0.0", server_port=7860) From 5302b505da3e1989535e659eb232e81af5180dbc Mon Sep 17 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examples/langchain-python-langchain-webui/readme.md | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/examples/langchain-python-langchain-webui/readme.md b/examples/langchain-python-langchain-webui/readme.md index bdf1af3c..cc83d894 100644 --- a/examples/langchain-python-langchain-webui/readme.md +++ b/examples/langchain-python-langchain-webui/readme.md @@ -1,6 +1,10 @@ -# LangChain +# LangChain Web UI -This example is a basic "hello world" of using LangChain with Ollama. +A python Gradio web UI using GPT4AllEmbeddings that lets can choose among the installed models + +## Screenshot + + ## Setup