Initial code commit

README.md

@@ -1,4 +1,3 @@
-Here’s a polished `README.md` for your project **CodeRecall**:
 
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@@ -26,11 +25,11 @@ No cloud APIs. No latency. Full control.
 
 ```
 CodeRecall/
-├── chroma_ingest.py           # Ingest codebase + Git into ChromaDB
-├── chroma_context_provider.py # VS Code Continue context provider
-├── config.ini                 # Ollama + Chroma settings
-├── chroma-db/                 # ChromaDB persistence directory
-└── config.json                # Continue extension config
+├── lancedb_ingest.py           # Ingest codebase + Git into ChromaDB
+├── lancedb_context_provider.py # VS Code Continue context provider
+├── config.ini.example          # Ollama + LanceDB settings
+├── lancedb-data/                  # LanceDB persistence directory
+└── config.json                 # Continue extension config
 ```
 
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@@ -40,7 +39,7 @@ CodeRecall/
 ### 1. Install dependencies
 
 ```bash
-pip install chromadb requests
+pip install lancedb
 ```
 
 Make sure you have:
@@ -51,11 +50,24 @@ Make sure you have:
 ### 2. Configure `config.ini`
 
 ```ini
-[ollama]
+[[ollama]
 url = http://localhost:11434
 
-[chroma]
-persist_directory = ./chroma-db
+[lancedb]
+persist_directory = ./lancedb-data
+
+[s3]
+enable = True
+bucket_name = my-s3-bucket 
+access_key_id = my-access-key
+secret_access_key = my-secret-key
+region = us-east-1
+# Optional, if using third party s3 providers
+endpoint = http://minio:9000 
+
+[server]
+host = 0.0.0.0
+port = 8080
 ```
 
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@@ -63,7 +75,7 @@ persist_directory = ./chroma-db
 ## 📥 Ingest your project
 
 ```bash
-python chroma_ingest.py
+python lancedb_ingest.py
 ```
 
 This loads:
@@ -75,26 +87,41 @@ This loads:
 
 ## 🧠 Add as a VS Code Context Provider
 
-### `config.json` for Continue
+### `config.yaml` for Continue
 
-```json
-{
-  "models": [
-    {
-      "title": "LLaMA 3 (Ollama)",
-      "provider": "ollama",
-      "model": "llama3",
-      "apiBase": "http://localhost:11434"
-    }
-  ],
-  "contextProviders": [
-    {
-      "title": "ChromaDB Search",
-      "provider": "custom",
-      "path": "./chroma_context_provider.py"
-    }
-  ]
-}
+```yaml
+name: Local Assistant
+version: 1.0.0
+schema: v1
+models: 
+  - name: Ollama Autodetect
+    provider: ollama
+    model: AUTODETECT
+    apiBase: http://localhost:11434
+  - name: Ollama Autocomplete
+    provider: ollama
+    model: qwen2.5-coder:1.5b-base
+    apiBase: http://localhost:11434
+        roles:
+      - autocomplete
+  - name: Nomic Embed Text
+    provider: ollama
+    model: nomic-embed-text
+    apiBase: http://localhost:11434
+    roles:
+      - embed
+context:
+  - provider: code
+  - provider: docs
+  - provider: diff
+  - provider: terminal
+  - provider: problems
+  - provider: folder
+  - provider: codebase
+  # LanceDB Context Provider
+  - provider: http
+    params:
+      url: http://localhost/retrieve
 ```
 
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@@ -103,7 +130,7 @@ This loads:
 
 1. Launch VS Code.
 2. Open the Continue sidebar.
-3. Set `"ChromaDB Search"` as your context provider.
+3. Set `"@HTTP"` as your context provider.
 4. Ask your model questions about your codebase, architecture, or commits.
 
 Example prompt:
@@ -114,7 +141,7 @@ Example prompt:
 ## 📌 Notes
 
 - Default embedding model is `nomic-embed-text` (via Ollama).
-- Change `n_results` in `chroma_context_provider.py` for broader/narrower context.
+- Change `n_results` in `lancedb_context_provider.py` for broader/narrower context.
 - Works offline, no API keys required.
 
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