Merge branch 'main' into feat/COG-544-eval-on-swe-bench

.env.template

@@ -8,14 +8,14 @@ GRAPHISTRY_PASSWORD=
 SENTRY_REPORTING_URL=
 
 # "neo4j" or "networkx"
-GRAPH_DATABASE_PROVIDER="neo4j"
+GRAPH_DATABASE_PROVIDER="networkx"
 # Not needed if using networkx
 GRAPH_DATABASE_URL=
 GRAPH_DATABASE_USERNAME=
 GRAPH_DATABASE_PASSWORD=
 
 # "qdrant", "pgvector", "weaviate" or "lancedb"
-VECTOR_DB_PROVIDER="qdrant"
+VECTOR_DB_PROVIDER="lancedb"
 # Not needed if using "lancedb" or "pgvector"
 VECTOR_DB_URL=
 VECTOR_DB_KEY=

.github/workflows/test_cognee_llama_index_notebook.yml

@@ -46,7 +46,7 @@ jobs:
 
       - name: Install dependencies
         run: |
-          poetry install --no-interaction --all-extras --no-root
+          poetry install --no-interaction --all-extras 
           poetry add jupyter --no-interaction
 
       - name: Execute Jupyter Notebook

README.md

@@ -18,9 +18,6 @@ Try it in a Google Colab  <a href="https://colab.research.google.com/drive/1g-Qn
 If you have questions, join our  <a href="https://discord.gg/NQPKmU5CCg">Discord</a> community
 
 
-
-
-
 ## 📦 Installation
 
 ### With pip
@@ -47,6 +44,7 @@ poetry add cognee
 poetry add cognee -E postgres
 ```
 
+
 ## 💻 Basic Usage
 
 ### Setup
@@ -83,7 +81,7 @@ docker-compose up
 ```
 Then navigate to localhost:3000
 
-If you want to use the UI with PostgreSQL through docker-compose make sure to set the following values in the .env file: 
+If you want to use Cognee with PostgreSQL, make sure to set the following values in the .env file:
 ```
 DB_PROVIDER=postgres
 
@@ -99,8 +97,6 @@ DB_PASSWORD=cognee
 
 First, copy `.env.template` to `.env` and add your OpenAI API key to the LLM_API_KEY field.
 
-Optionally, set `VECTOR_DB_PROVIDER="lancedb"` in `.env` to simplify setup.
-
 This script will run the default pipeline:
 
 ```python
@@ -140,7 +136,7 @@ async def main():
 
 asyncio.run(main())
 ```
-A version of this example is here: `examples/pyton/simple_example.py`
+A version of this example is here: `examples/python/simple_example.py`
 
 ### Create your own memory store
 
@@ -251,7 +247,6 @@ Cognee supports a variety of tools and services for different operations:
 Check out our demo notebook [here](https://github.com/topoteretes/cognee/blob/main/notebooks/cognee_demo.ipynb)
 
 
-
 [<img src="https://i3.ytimg.com/vi/-ARUfIzhzC4/maxresdefault.jpg" width="100%">](https://www.youtube.com/watch?v=BDFt4xVPmro "Learn about cognee: 55")
 
 
@@ -274,11 +269,6 @@ Please see the cognee [Development Guide](https://topoteretes.github.io/cognee/q
 pip install cognee
 ```
 
-## Star History
-
-[![Star History Chart](https://api.star-history.com/svg?repos=topoteretes/cognee&type=Date)](https://star-history.com/#topoteretes/cognee&Date)
-
-
 ## 💫 Contributors
 
 <a href="https://github.com/topoteretes/cognee/graphs/contributors">
@@ -286,3 +276,25 @@ pip install cognee
 </a>
 
 
+## Star History
+
+[![Star History Chart](https://api.star-history.com/svg?repos=topoteretes/cognee&type=Date)](https://star-history.com/#topoteretes/cognee&Date)
+
+
+## Vector & Graph Databases Implementation State
+
+<style>
+  table {
+    width: 100%;
+  }
+</style>
+
+| Name             | Type               | Current state     | Known Issues                          |
+|------------------|--------------------|-------------------|---------------------------------------|
+| Qdrant           | Vector             | Stable &#x2705;   |                                       |
+| Weaviate         | Vector             | Stable &#x2705;   |                                       |
+| LanceDB          | Vector             | Stable &#x2705;   |                                       |
+| Neo4j            | Graph              | Stable &#x2705;   |                                       |
+| NetworkX         | Graph              | Stable &#x2705;   |                                       |
+| FalkorDB         | Vector/Graph       | Unstable &#x274C; |                                       |
+| PGVector         | Vector             | Unstable &#x274C; | Postgres DB returns the Timeout error |

cognee-frontend/src/ui/Partials/SettingsModal/Settings.tsx

@@ -30,8 +30,8 @@ const defaultProvider = {
 };
 
 const defaultModel = {
-  label: 'gpt-4o',
+  label: 'gpt-4o-mini',
-  value: 'gpt-4o',
+  value: 'gpt-4o-mini',
 };
 
 export default function Settings({ onDone = () => {}, submitButtonText = 'Save' }) {

cognee/infrastructure/llm/config.py

@@ -4,7 +4,7 @@ from pydantic_settings import BaseSettings, SettingsConfigDict
 
 class LLMConfig(BaseSettings):
     llm_provider: str = "openai"
-    llm_model: str = "gpt-4o"
+    llm_model: str = "gpt-4o-mini"
     llm_endpoint: str = ""
     llm_api_key: Optional[str] = None
     llm_temperature: float = 0.0

cognee/modules/settings/get_settings.py

@@ -73,6 +73,9 @@ def get_settings() -> SettingsDict:
             "providers": llm_providers,
             "models": {
                 "openai": [{
+                    "value": "gpt-4o-mini",
+                    "label": "gpt-4o-mini",
+                }, {
                     "value": "gpt-4o",
                     "label": "gpt-4o",
                 }, {

examples/python/simple_example.py

@@ -6,7 +6,6 @@ from cognee.api.v1.search import SearchType
 # 1. Copy `.env.template` and rename it to `.env`.
 # 2. Add your OpenAI API key to the `.env` file in the `LLM_API_KEY` field:
 #    LLM_API_KEY = "your_key_here"
-# 3. (Optional) To minimize setup effort, set `VECTOR_DB_PROVIDER="lancedb"` in `.env".
 
 async def main():
     # Create a clean slate for cognee -- reset data and system state