From 47c346340685e0848c33bf9a7419b1dd2a1c9272 Mon Sep 17 00:00:00 2001 From: Boris Arzentar Date: Thu, 15 Feb 2024 10:13:19 +0100 Subject: [PATCH] chore: add debugpy and update readme --- .gitignore | 1 + Dockerfile | 15 +- README.md | 188 +++++++++--------- api.py | 41 ++-- assets/{img.png => architecture.png} | Bin assets/cognee-logo.png | Bin 0 -> 3487 bytes assets/{User_graph.png => memory-graph.png} | Bin assets/vscode-debug-config.png | Bin 0 -> 87743 bytes cognitive_architecture/config.py | 1 + .../database/create_database.py | 97 +++------ .../database/create_database_tst.py | 112 ----------- cognitive_architecture/fetch_secret.py | 63 ++---- docker-compose.yml | 4 + entrypoint.sh | 23 ++- main.py | 11 +- pyproject.toml | 5 +- 16 files changed, 191 insertions(+), 370 deletions(-) rename assets/{img.png => architecture.png} (100%) create mode 100644 assets/cognee-logo.png rename assets/{User_graph.png => memory-graph.png} (100%) create mode 100644 assets/vscode-debug-config.png delete mode 100644 cognitive_architecture/database/create_database_tst.py diff --git a/.gitignore b/.gitignore index 4d1265323..d28c68f55 100644 --- a/.gitignore +++ b/.gitignore @@ -162,3 +162,4 @@ cython_debug/ # option (not recommended) you can uncomment the following to ignore the entire idea folder. #.idea/ +.vscode/ diff --git a/Dockerfile b/Dockerfile index f8e1163b4..f0642ded9 100644 --- a/Dockerfile +++ b/Dockerfile @@ -1,13 +1,15 @@ - FROM python:3.11 # Set build argument +ARG DEBUG ARG API_ENABLED # Set environment variable based on the build argument -ENV API_ENABLED=${API_ENABLED} \ - PIP_NO_CACHE_DIR=true +ENV DEBUG=${DEBUG} +ENV API_ENABLED=${API_ENABLED} +ENV PIP_NO_CACHE_DIR=true ENV PATH="${PATH}:/root/.poetry/bin" + RUN pip install poetry WORKDIR /app @@ -15,6 +17,7 @@ COPY pyproject.toml poetry.lock /app/ # Install the dependencies RUN poetry config virtualenvs.create false && \ + poetry lock --no-update && \ poetry install --no-root --no-dev RUN apt-get update -q && \ @@ -37,15 +40,13 @@ RUN apt-get update -q && \ /tmp/* \ /var/tmp/* - - WORKDIR /app + COPY cognitive_architecture/ /app/cognitive_architecture COPY main.py /app COPY api.py /app - COPY entrypoint.sh /app/entrypoint.sh RUN chmod +x /app/entrypoint.sh -ENTRYPOINT ["/app/entrypoint.sh"] \ No newline at end of file +ENTRYPOINT ["/app/entrypoint.sh"] diff --git a/README.md b/README.md index f55db2149..e89ef71f0 100644 --- a/README.md +++ b/README.md @@ -2,107 +2,114 @@ AI Applications and RAGs - Cognitive Architecture, Testability, Production Ready Apps - - -

- - promethAI logo +

+ + Cognee logo - -

-

Open-source framework for building and testing RAGs and Cognitive Architectures, designed for accuracy, transparency, and control.

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- -cognee forks - - - -cognee stars - - -cognee pull-requests - - - - - +

+ Open-source framework for building and testing RAGs and Cognitive Architectures, designed for accuracy, transparency, and control.

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- - [Star us on Github!](https://www.github.com/topoteretes/cognee) Jump into the world of RAG architecture, inspired by human cognitive processes, using Python. -[cognee](www.cognee.ai) runs in iterations, from POC towards production ready code. +Cognee runs in iterations, from POC towards production ready code. -To read more about the approach and details on cognitive architecture, see the blog post: [AI Applications and RAGs - Cognitive Architecture, Testability, Production Ready Apps](https://topoteretes.notion.site/Going-beyond-Langchain-Weaviate-and-towards-a-production-ready-modern-data-platform-7351d77a1eba40aab4394c24bef3a278?pvs=4) +To read more about the approach and details on cognitive architecture, see the blog post: AI Applications and RAGs - Cognitive Architecture, Testability, Production Ready Apps -Try it yourself on Whatsapp with one of our [partners](www.keepi.ai) by typing /save _content_ followed by /query _content_ - - - -### Get Started in Moments - -Running [cognee](www.cognee.ai) is a breeze. Simply run `cp env.example .env` and `docker compose up cognee` in your terminal. -Send API requests add-memory, user-query-to-graph, document-to-graph-db, user-query-processor to the locahost:8000 - - - -### Current Focus - -#### Integration to keepi.ai and other apps -Uses Neo4j to map user preferences into a graph structure consisting of semantic, episodic, and procedural memory. - -Fetches information and stores information and files on Whatsapp chatbot using [keepi.ai](www.keepi.ai) - -Uses the graph to answer user queries and store new information in the graph. - - -### Architecture - -![Image](https://github.com/topoteretes/PromethAI-Memory/blob/main/assets/img.png) +Try it yourself on Whatsapp with one of our partners by typing `/save {content you want to save}` followed by `/query {knowledge you saved previously}` + +## Getting started + +In order to run cognee you need to have Docker installed on your machine. + +Run Cognee in a couple of steps: +- Run `cp .env.template .env` in your terminal and set all the environment variables +- Run `docker compose up` in order to start graph and relational databases +- Run `docker compose up cognee` in order start Cognee + + + +## Debugging +In order to run Cognee with debugger attached you need to build the Cognee image with the `DEBUG` flag set to true. + +- `docker compose build cognee --no-cache --build-arg DEBUG=true` +- `docker compose up cognee` + +### Visual Studio Code debugger + +Add the following configuration to VSCode `Run and Debug` configurations array: +```json + { + "name": "Attach (remote debug)", + "type": "python", + "request": "attach", + "port": 5678, + "host": "127.0.0.1", + "pathMappings": [{ + "localRoot": "${workspaceFolder}", + "remoteRoot": "." + }] + } +``` + +It should look like this: + + + +## Current Focus + +### Integration with keepi.ai and other apps +- Cognee uses Neo4j graph database to map user data into a graph structure consisting of semantic, episodic, and procedural memory. +- Stores data and files through the WhatsApp chatbot keepi.ai +- Uses the graph to answer user queries and store new information in the graph. +## Architecture ### How Cognee Enhances Your Contextual Memory @@ -112,15 +119,6 @@ Our framework for the OpenAI, Graph (Neo4j) and Vector (Weaviate) databases intr - Document Topology: Structure and store documents in public and private domains. - Personalized Context: Provide a context object to the LLM for a better response. +
- - - - - - - - - - - +![Image](assets/architecture.png) diff --git a/api.py b/api.py index 48a7f6c21..c499702f6 100644 --- a/api.py +++ b/api.py @@ -15,6 +15,9 @@ from cognitive_architecture.vectorstore_manager import Memory from dotenv import load_dotenv from main import add_documents_to_graph_db, user_context_enrichment from cognitive_architecture.config import Config +from fastapi import Depends + +OPENAI_API_KEY = os.getenv("OPENAI_API_KEY", "") # Set up logging logging.basicConfig( @@ -25,7 +28,10 @@ logging.basicConfig( logger = logging.getLogger(__name__) load_dotenv() -OPENAI_API_KEY = os.getenv("OPENAI_API_KEY", "") + +config = Config() +config.load() + app = FastAPI(debug=True) # # from auth.cognito.JWTBearer import JWTBearer @@ -33,31 +39,12 @@ app = FastAPI(debug=True) # # auth = JWTBearer(jwks) -from fastapi import Depends - -config = Config() -config.load() - -@app.get( - "/", -) -""" -Root endpoint that returns a welcome message. -""" -async def root(): -class ImageResponse(BaseModel): - success: bool - message: str - - -@app.get( - "/", -) +@app.get("/") async def root(): """ Root endpoint that returns a welcome message. """ - return {"message": "Hello, World, I am alive!"} + return { "message": "Hello, World, I am alive!" } @app.get("/health") @@ -234,10 +221,11 @@ async def drop_db(payload: Payload): else: pass - from cognitive_architecture.database.create_database_tst import drop_database, create_admin_engine + from cognitive_architecture.database.create_database import drop_database, create_admin_engine engine = create_admin_engine(username, password, host, database_name) - drop_database(engine) + connection = engine.raw_connection() + drop_database(connection, database_name) return JSONResponse(content={"response": "DB dropped"}, status_code=200) else: @@ -249,10 +237,11 @@ async def drop_db(payload: Payload): else: pass - from cognitive_architecture.database.create_database_tst import create_database, create_admin_engine + from cognitive_architecture.database.create_database import create_database, create_admin_engine engine = create_admin_engine(username, password, host, database_name) - create_database(engine) + connection = engine.raw_connection() + create_database(connection, database_name) return JSONResponse(content={"response": " DB drop"}, status_code=200) diff --git a/assets/img.png b/assets/architecture.png similarity index 100% rename from assets/img.png rename to assets/architecture.png diff --git a/assets/cognee-logo.png b/assets/cognee-logo.png new file mode 100644 index 0000000000000000000000000000000000000000..d02a831fbf0433a187bed2cb0ea04de51d5fb9be GIT binary patch literal 3487 zcmV;Q4Pf$#P)001fo1^@s6G~`f|00009a7bBm000XU z000XU0RWnu7ytkO0drDELIAGL9O(c600d`2O+f$vv5yP}(JWDBP|h zKIzWB=#$(oBI1K=ABZszara0tL6PZ1#5|nbTsYx&X1dG&ud3ekR9DY*_sr%tm-(P} zX1f2X>c9Hyzv}<%?**7)h8bpVIEZeR%*V$UOC(F?~#*LsD{yUwP}1zkYE8O2SyCeJr9xwGhi9 z=`tw+4KZ3!uJ2{6dssxcqJBv~i)F};eO(1j^0H{9AL<0mYFt1yMbZdigi;BXnO8nLG}yRC6f)-2#tO=!bwLZLrfB@ZVEClO?m)qU10v z=G19|ei+gSVZ2T)7@j!@LzbNxK_B#h+Z_}&%>uF{q>kp2f%wCtFLpdUpRDPSfVY)( z16kK=KeBYteCpMwcI@_VeDZn=XXt0lI*}z)GXD9}#}5~GbFRsU$#kll`YxxT3<1Lu 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