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Add Ollama support and fix logging issues - #4

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ollama-support-and-fixes-9081749028868676832
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Add Ollama support and fix logging issues#4
badalraj9 wants to merge 4 commits into
v3from
ollama-support-and-fixes-9081749028868676832

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@badalraj9

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Implemented native Ollama support for local LLM usage, added CLI commands to manage it, cleaned up logging to prevent terminal clutter, and ensured graceful failure when databases are unavailable.


PR created automatically by Jules for task 9081749028868676832 started by @badalraj9

- Added `_generate_ollama` to `MemoryClient` in `sdk.py`.
- Updated `chat` method to route to Ollama, Groq, or local SmolLM based on `Vault` config.
- Added `ollama` command group to `cli.py` (`scan`, `list`, `use`).
- Updated `logger.py` to write JSON logs to file and keep console output clean.
- Updated `cli_bridge.py` to support `/ollama` commands in the TUI shell.
- Implemented graceful failure for PostgreSQL/Qdrant connections to prevent crashes.

Co-authored-by: badalraj9 <128183727+badalraj9@users.noreply.github.com>
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google-labs-jules Bot and others added 3 commits February 11, 2026 02:35
- Added `_generate_ollama` to `MemoryClient` in `sdk.py`.
- Updated `chat` method to route to Ollama, Groq, or local SmolLM based on `Vault` config.
- Added `ollama` command group to `cli.py` (`scan`, `list`, `use`).
- Updated `logger.py` to write JSON logs to file and keep console output clean.
- Updated `cli_bridge.py` to support `/ollama` commands in the TUI shell.
- Implemented graceful failure for PostgreSQL/Qdrant connections to prevent crashes.
- Updated `README.md` with instructions on how to run the CLI and use Ollama.

Co-authored-by: badalraj9 <128183727+badalraj9@users.noreply.github.com>
- Added `_generate_ollama` to `MemoryClient` in `sdk.py`.
- Updated `chat` method to route to Ollama, Groq, or local SmolLM based on `Vault` config.
- Added `ollama` command group to `cli.py` (`scan`, `list`, `use`).
- Updated `logger.py` to write JSON logs to file and keep console output clean.
- Updated `cli_bridge.py` to support `/ollama` commands in the TUI shell.
- Implemented graceful failure for PostgreSQL/Qdrant connections to prevent crashes.
- Updated `README.md` with instructions on how to run the CLI and use Ollama.

Co-authored-by: badalraj9 <128183727+badalraj9@users.noreply.github.com>
- Added `_generate_ollama` to `MemoryClient` in `sdk.py`.
- Updated `chat` method to route to Ollama, Groq, or local SmolLM based on `Vault` config.
- Added `ollama` command group to `cli.py` (`scan`, `list`, `use`).
- Updated `logger.py` to write JSON logs to file and keep console output clean.
- Updated `cli_bridge.py` to support `/ollama` commands in the TUI shell.
- Implemented graceful failure for PostgreSQL/Qdrant connections to prevent crashes.
- Updated `README.md` with instructions on how to run the CLI and use Ollama.

Co-authored-by: badalraj9 <128183727+badalraj9@users.noreply.github.com>
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