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+4618,7 @@ version = "1.9.4" description = "Yet another URL library" optional = false python-versions = ">=3.7" +groups = ["main"] files = [ {file = "yarl-1.9.4-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:a8c1df72eb746f4136fe9a2e72b0c9dc1da1cbd23b5372f94b5820ff8ae30e0e"}, {file = "yarl-1.9.4-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:a3a6ed1d525bfb91b3fc9b690c5a21bb52de28c018530ad85093cc488bee2dd2"}, @@ -4439,6 +4717,6 @@ idna = ">=2.0" multidict = ">=4.0" [metadata] -lock-version = "2.0" +lock-version = "2.1" python-versions = ">=3.12,<3.13" -content-hash = "f448e6dbd0c5f757b223259e586f8073ae8505c74ff9e87daa0b665a4466394d" +content-hash = "0b78729b2261121f7c382f78538a35cb505a10868bb1357bd28d4a1382891ffe" diff --git a/pyproject.toml b/pyproject.toml index ffc4dd2..ad4e0b3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "ragbase" -version = "0.1.0" +version = "0.1.1" description = "" authors = ["Venelin Valkov "] license = "MIT" @@ -8,22 +8,22 @@ readme = "README.md" [tool.poetry.dependencies] python = ">=3.12,<3.13" -langchain-community = "^0.2.6" -flashrank = "^0.2.8" -qdrant-client = "^1.10.1" +langchain-community = "^0.3.29" +flashrank = "^0.2.10" +qdrant-client = "^1.15.1" pypdfium2 = "^4.30.0" -fastembed = "^0.3.3" -langchain-experimental = "^0.0.62" -langchain-qdrant = "^0.1.1" -streamlit = "^1.36.0" -python-dotenv = "^1.0.1" -langchain-groq = "^0.1.6" +fastembed = "^0.7.3" +langchain-experimental = "^0.3.4" +langchain-qdrant = "^0.2.1" +streamlit = "^1.49.1" +python-dotenv = "^1.1.1" +langchain-groq = "^0.3.8" [tool.poetry.group.dev.dependencies] -ruff = "^0.5.1" -jupyterlab = "^4.2.3" -watchdog = "^4.0.1" +ruff = "^0.13.1" +jupyterlab = "^4.4.7" +watchdog = "^6.0.0" [build-system] requires = ["poetry-core"] diff --git a/ragbase/config.py b/ragbase/config.py index f36562c..d2b9dc8 100644 --- a/ragbase/config.py +++ b/ragbase/config.py @@ -19,11 +19,11 @@ class Model: REMOTE_LLM = "llama-3.1-70b-versatile" TEMPERATURE = 0.0 MAX_TOKENS = 8000 - USE_LOCAL = False + USE_LOCAL = True class Retriever: USE_RERANKER = True USE_CHAIN_FILTER = False - DEBUG = False - CONVERSATION_MESSAGES_LIMIT = 6 + DEBUG = True + CONVERSATION_MESSAGES_LIMIT = 100 diff --git a/ragbase/model.py b/ragbase/model.py index 830da4a..b892e28 100644 --- a/ragbase/model.py +++ b/ragbase/model.py @@ -1,5 +1,6 @@ from langchain_community.chat_models import ChatOllama -from langchain_community.document_compressors.flashrank_rerank import FlashrankRerank +from langchain_community.document_compressors.flashrank_rerank import \ + FlashrankRerank from langchain_community.embeddings.fastembed import FastEmbedEmbeddings from langchain_core.language_models import BaseLanguageModel from langchain_groq import ChatGroq @@ -24,7 +25,16 @@ def create_llm() -> BaseLanguageModel: def create_embeddings() -> FastEmbedEmbeddings: - return FastEmbedEmbeddings(model_name=Config.Model.EMBEDDINGS) + if Config.Model.USE_GPU: + if Config.Model.APPLE_SILICON: + print("Using Apple Silicon") + return FastEmbedEmbeddings(model_name=Config.Model.EMBEDDINGS, device="apple_silicon") + else: + print("Using GPU") + return FastEmbedEmbeddings(model_name=Config.Model.EMBEDDINGS, device="cuda") + else: + print("Using CPU") + return FastEmbedEmbeddings(model_name=Config.Model.EMBEDDINGS, device="cpu") def create_reranker() -> FlashrankRerank: diff --git a/requirements.txt b/requirements.txt index eb0ef5c..c0433d7 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,11 +1,11 @@ -fastembed==0.3.3 -flashrank==0.2.8 -langchain-community==0.2.6 -langchain-experimental==0.0.62 -langchain-groq==0.1.6 -langchain-qdrant==0.1.1 -langchain==0.2.6 -python-dotenv==1.0.1 -qdrant-client==1.10.1 -streamlit==1.36.0 +fastembed==0.7.3 +flashrank==0.2.10 +langchain-community==0.3.29 +langchain-experimental==0.3.4 +langchain-groq==0.3.8 +langchain-qdrant==0.2.1 +langchain==0.3.27 +python-dotenv==1.1.1 +qdrant-client==1.15.1 +streamlit==1.49.1 pypdfium2==4.30.0 \ No newline at end of file