From 497f2ff912171b34639f11ed7cb54657bb7e1c0e Mon Sep 17 00:00:00 2001 From: Jon Fairbanks Date: Thu, 22 Feb 2024 19:11:01 -0800 Subject: [PATCH 1/2] Bug Fix --- components/tabs/file_upload.py | 2 +- components/tabs/settings.py | 9 +-------- utils/llama_index.py | 2 +- 3 files changed, 3 insertions(+), 10 deletions(-) diff --git a/components/tabs/file_upload.py b/components/tabs/file_upload.py index 168925f..ed30d53 100644 --- a/components/tabs/file_upload.py +++ b/components/tabs/file_upload.py @@ -73,7 +73,7 @@ def file_upload(): print("Using default embedding model...") hf_embedding_model = "BAAI/bge-large-en-v1.5" - if embedding_model == "Best (Salesforce/SFR-Embedding-Mistral)": + if embedding_model == "Large (Salesforce/SFR-Embedding-Mistral)": print("Using the Salesforce embedding model; RIP yer VRAM...") hf_embedding_model = "Salesforce/SFR-Embedding-Mistral" diff --git a/components/tabs/settings.py b/components/tabs/settings.py index cd6bfc7..8ab2418 100644 --- a/components/tabs/settings.py +++ b/components/tabs/settings.py @@ -57,7 +57,7 @@ def settings(): "Model", [ "Default (bge-large-en-v1.5)", - "Best (Salesforce/SFR-Embedding-Mistral)", + "Large (Salesforce/SFR-Embedding-Mistral)", "Other", ], key="embedding_model", @@ -79,13 +79,6 @@ def settings(): placeholder="1024", value=st.session_state["chunk_size"], ) - st.text_input( - "Chunk Overlap", - help="`chunk_overlap` sets the overlap between consecutive document chunks. It prevents loss of information at chunk boundaries. For instance, a value of 20 means a 20-token overlap. Adjusting this parameter affects the precision and generality of the calculated embeddings.", - key="chunk_overlap", - placeholder="20", - value=st.session_state["chunk_overlap"], - ) st.subheader("Export Data") export_data_settings = st.container(border=True) diff --git a/utils/llama_index.py b/utils/llama_index.py index 08034ab..7b82b51 100644 --- a/utils/llama_index.py +++ b/utils/llama_index.py @@ -43,7 +43,7 @@ def create_service_context( llm=llm, system_prompt=system_prompt, embed_model=formatted_embed_model, - chunk_size=chunk_size, + chunk_size=int(chunk_size), ) # Note: this may be redundant since service_context is returned From cf86a872b01f2a0732056331cc32de4af48ecd3f Mon Sep 17 00:00:00 2001 From: Jon Fairbanks Date: Thu, 22 Feb 2024 19:11:13 -0800 Subject: [PATCH 2/2] Demo GIF --- README.md | 12 ++++++------ demo.gif | Bin 0 -> 17131725 bytes 2 files changed, 6 insertions(+), 6 deletions(-) create mode 100644 demo.gif diff --git a/README.md b/README.md index 6e5c1f3..78c83ba 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # 📚 Local RAG -![local-rag-logo](logo.png) +![local-rag-demo](demo.gif) ![GitHub commit activity](https://img.shields.io/github/commit-activity/t/jonfairbanks/local-rag) ![GitHub last commit](https://img.shields.io/github/last-commit/jonfairbanks/local-rag) @@ -46,10 +46,9 @@ Docker: - [ ] Chat Mode - [x] top_k - [x] chunk_size - - [x] chunk_overlap -- [ ] Allow Switching of Embedding Model & Settings + - [ ] chunk_overlap +- [x] Allow Switching of Embedding Model & Settings - [x] Delete Files after Index Created/Failed -- [ ] Ability to Remove Files from Index - [ ] Function to Handle GitHub Repo Ingestion - [ ] Support for JSON Files - [x] Show Loaders in UI (File Uploads, Conversions, ...) @@ -64,7 +63,7 @@ Docker: - [ ] Refreshing the page loses all state (expected Streamlit behavior; need to implement local-storage) - [x] Files can be uploaded before Ollama config is set, leading to embedding errors - [ ] Assuming Ollama is hosted on localhost, Models are automatically loaded and selected, but the dropdown does not render the selected option -- [ ] Upon sending a Chat message, the File Processing expander appears to re-run itself +- [ ] Upon sending a Chat message, the File Processing expander appears to re-run itself (seems something is not using state correctly) ### Resources - [Ollama](https://ollama.com/) @@ -72,4 +71,5 @@ Docker: - [Streamlit](https://docs.streamlit.io/library/api-reference) - [Ollama w/ Llama-Index](https://docs.llamaindex.ai/en/stable/examples/llm/ollama.html) - [RAG w/ Llama-Index](https://blog.streamlit.io/build-a-chatbot-with-custom-data-sources-powered-by-llamaindex/) -- [Llama-Index Chat Engine](https://docs.llamaindex.ai/en/stable/examples/chat_engine/chat_engine_context.html) \ No newline at end of file +- [Llama-Index Chat Engine](https://docs.llamaindex.ai/en/stable/examples/chat_engine/chat_engine_context.html) +- [PoC Notebook](https://github.com/fairbanksio/notebooks/blob/main/llm/local/github-rag-prep.ipynb) \ No newline at end of file diff --git a/demo.gif b/demo.gif new file mode 100644 index 0000000000000000000000000000000000000000..b03e51f0908abef764e6b45628491fc0c51462da GIT binary patch literal 17131725 zcmXt9c{J4D`+v`Bm@$Uz>)5xkB#E+&HM_AU#MpO9l8|QXTN;v(Wk|M=LYB}BEfUi5 zu|$ztw%(Qj9`(SpE9pGOBgTV+m49UiZ z=HS3^sKJpaAry)Sr9kB5Bd5;P6N^0|o z3GwrZ3-E~w3Wy5|Vg&^y1?5$Q1jL1;RfGj4goVU~g{6cgaiY9}qGEDlSS4|BW$}Nb zq=JOFyaZNG0xK^e`L8Quu}YF+SV;*5Ni0rMQdtVCD1}v)l2VqE#!183q@|Ulaq==! z%CcfovQju%X`HOAnjBU}P8O#iF0PBOUjPI-$*{Pw1T1!RsQBcmq>ILkmL_KNAyc6BB~T z%~NIuQf5ZdW~R3Pq!v|cmKJuFomGaM|YQ#NEa9Pb9Q#FuKw=sz8-F# z9v;3I>>Vy#@FRK!c*BrBRD!Q>ke?3K-#s=HD*9ZR=c6P*TtsaJTSYQOSeS z(yH=1*DGiV)m1eQlqGAd2{j%-ji*DMuuxrHbA51Fle%tmb9-mUv%Wa)=Y9SC`Q|TQ z3=NG=ynQ=5rXch2!}x>{-;}w<)adB+@TV?%BZms5`>8{>c(J;JWmX-{v(I9Gug<>hQ1e75LXhItoh@?% z8OM}8hdUoHyrxK7m0Nc`S$bP^BJ|5}SL?TTRO4)Mo9?#nA7c%vyN0lAegVI?g};oK 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