v0.3.13

🖥️ MemGPT Dev Portal (alpha build)

Please note the dev portal is in alpha and this is not an official release!

This adds support for viewing the dev portal when the MemGPT service is running. You can view the dev portal on memgpt.localhost (if running with docker) or localhost:8283 (if running with memgpt server).

Make sure you install MemGPT with pip install pymemgpt and run memgpt quickstart [--backend openai] or memgpt configure before running the server.

There are two options to deploy the server:

Option 1: Run with docker compose

1. Install and run docker
2. Clone the repo: git clone [email protected]:cpacker/MemGPT.git
3. Run docker compose up
4. Go to memgpt.localhost in the browser to view the developer portal

Option 2: Run with the CLI:

1. Run memgpt server
2. Go to localhost:8283 in the browser to view the developer portal

What's Changed

• fix: hardcode MemGPT version in config/server_config.yaml by @sarahwooders in #1292
• feat: Add personal assistant demo code from meetup by @cpacker in #1294
• chore: better database errors by @cpacker in #1299
• ci: update workflows (add autoflake and isort) by @cpacker in #1300
• fix: patch tests by @cpacker in #1304
• fix: patch embedding_model null issue in tests by @cpacker in #1305
• feat: update portal by @cpacker in #1306
• fix: refactor create(..) call to LLMs to not require AgentState by @sarahwooders in #1307
• feat: add testing for LLM + embedding endpoints by @sarahwooders in #1308
• docs: Documentation Typo in Storage URL by @sanegaming in #1298
• feat: code cleanup + make server password print green by @sarahwooders in #1312
• chore: fix README to reflect current project status by @sarahwooders in #1313

Full Changelog: 0.3.12...0.3.13

0.3.12

🐳 Cleaned up workflow for creating a MemGPT service with docker compose up:

• Reverse proxy added so you can open the dev portal at http://memgpt.localhost
• Docker development with docker compose -f dev-compose.yaml up --build (built from local code)
• Postgres data mounted to .pgdata folder
• OpenAI keys passed to server via environment variables (in compose.yaml)

🪲 Bugfixes for Groq API and server

What's Changed

• fix: Clean up and simplify docker entrypoint (#1235) by @norton120 in #1259
• fix: add DB prefill for default user, preset, humans, and persona for server by @sarahwooders in #1273
• feat: misc server updates by @cpacker in #1275
• feat: use background tasks for processing uploaded files to REST API by @sarahwooders in #1263
• fix: misc bugs by @cpacker in #1276
• chore: run autoflake + isort by @cpacker in #1279
• feat: disallow creation of tools with the same name by @sarahwooders in #1285
• feat: add workflow to build + test docker container by @sarahwooders in #1278
• fix: hardcoded stop tokens to patch Groq API's new 4 stop token limit for /completions by @cpacker in #1288

New Contributors

• @norton120 made their first contribution in #1235

Full Changelog: 0.3.11...0.3.12

0.3.11

🚰 We now support streaming in the CLI when using OpenAI (+ OpenAI proxy) endpoints! You can turn on streaming mode with memgpt run --stream

What's Changed

• fix: remove default persona/human from memgpt configure and add functionality for modifying humans/presets more clearly by @sarahwooders in #1253
• fix: update ChatCompletionResponse to make model field optional by @sarahwooders in #1258
• fix: Fixed NameError: name 'attach' is not defined by @taddeusb90 in #1255
• fix: push/pull container from memgpt/memgpt-server:latest by @sarahwooders in #1267
• fix: remove message UTC validation temporarily to fix dev portal + add -d flag to docker compose up for tests by @sarahwooders in #1268
• chore: bump version by @sarahwooders in #1269
• feat: add streaming support for OpenAI-compatible endpoints by @cpacker in #1262

New Contributors

• @taddeusb90 made their first contribution in #1255

Full Changelog: 0.3.10...0.3.11

0.3.10

We added support for Anthropic, Cohere, and Groq!

What's Changed

• feat: Anthropic Claude API support by @cpacker in #1239
• feat: add Cohere API support (Command-R+) by @cpacker in #1246
• fix: errors on getting default config values on fresh install by @sarahwooders in #1249
• fix: convert Message objects to dicts for local LLMs by @sarahwooders in #1251

Full Changelog: 0.3.9...0.3.10

0.3.9

This PR add Google AI Gemini Pro support for MemGPT, as well as Python 3.12 support.

Using MemGPT with Gemini

Setting up Gemini with MemGPT configure:

> memgpt configure
Loading config from /Users/loaner/.memgpt/config
? Select LLM inference provider: google_ai
? Enter your Google AI (Gemini) API key (see https://aistudio.google.com/app/a
pikey): *********
? Enter your Google AI (Gemini) service endpoint (see https://ai.google.dev/api/rest): generativelanguage
? Select default model: gemini-pro
Got context window 30720 for model gemini-pro (from Google API)
? Select your model's context window (see https://cloud.google.com/vertex-ai/generative-ai/docs/learn/model-versioning#gemini-model-versions): 30720
? Select embedding provider: openai
? Select default preset: memgpt_chat
? Select default persona: sam_pov
? Select default human: basic
? Select storage backend for archival data: chroma
? Select chroma backend: persistent
? Select storage backend for recall data: sqlite
📖 Saving config to /Users/loaner/.memgpt/config

What's Changed

• fix: Update test_server.py by @cpacker in #1218
• feat: add dev portal by @cpacker in #1191
• fix: upgrade llama-index-embeddings-huggingface package and fix bug with local embeddings by @sarahwooders in #1222
• fix: patch /rethink by @cpacker in #1227
• chore: upgrade dependencies and make package compatible with Python 3.12 by @sarahwooders in #1228
• fix: delete mapping between sources and agents if agent is deleted by @sarahwooders in #1229
• feat: REST API support for tool creation by @sarahwooders in #1219
• fix: patched pop by @cpacker in #1232
• fix: remove tools tests by @sarahwooders in #1236
• feat: add Google AI Gemini Pro support by @cpacker in #1209
• chore: bump version to 0.3.9 by @sarahwooders in #1238

Full Changelog: 0.3.8...0.3.9

0.3.8

This release introduces initial support for running a MemGPT server with Docker Compose, and bugfixes for storing embeddings and message timestamps.

What's Changed

• fix: fix broken example after modifying client to return pydantic objects by @sarahwooders in #1174
• feat: migrate all calls to datetime.now() to datetime.now(UTC) by @cpacker in #1176
• fix: additions to utc patch (#1176) by @cpacker in #1177
• feat: add description to source by @sarahwooders in #1175
• fix: patch vllm/local endpoint model GET bug by @cpacker in #1179
• fix: update print statement on server by @cpacker in #1180
• feat: return num_passages in Source.metadata_ from REST list sources endpoint by @sarahwooders in #1178
• feat: create docker-image.yml by @sarahwooders in #1181
• feat: create memgpt server with postgres DB with docker compose up by @sarahwooders in #1183
• feat: client tests for docker compose server by @sarahwooders in #1189
• fix: patch out-of-sync / missing tzinfo timestamps coming back from API server by @cpacker in #1182
• feat: move quickstart to use inference.memgpt.ai by @sarahwooders in #1190
• feat: Add nested KV and doc QA experiment scripts for paper by @sarahwooders in #990
• feat: only use OpenAI for tests.yaml if env variable is set by @sarahwooders in #1196
• fix: fix env variable for postgres in compose.yaml by @sarahwooders in #1204
• feat: added groq support via local option w/ auth by @cpacker in #1203
• fix: duplicate passage across/within files causing issues in insert_many with postgres by @nikhil-pandey in #1205
• fix: skip empty string passages returned by llama index parsing by @sarahwooders in #1208
• fix: Handle list[str] in function schema(continuation) by @palandovalex in #1110
• chore: Update policies by @cpacker in #686
• fix: Update memgpt_chat.txt and remove all spelling and grammar errors. by @Maximilian-Winter in #1210
• fix: patch tests.yml by @cpacker in #1213
• fix: Fixing the last issue with memgpt_chat.txt by @Maximilian-Winter in #1214
• fix: fallback to MemGPTConfig URI for postgres if no environment variables by @sarahwooders in #1216
• chore: bump version to 0.3.8 by @sarahwooders in #1217

New Contributors

• @nikhil-pandey made their first contribution in #1205
• @palandovalex made their first contribution in #1110

Full Changelog: 0.3.7...0.3.8

0.3.7

🦂 Bugfix release

What's Changed

• feat: add example for google search custom function by @sarahwooders in #1133
• feat: add in-context message field ('in_context') to message dicts returned by GET /api/agents/{a_id}/messages by @cpacker in #1135
• docs: update connector documentation by @sarahwooders in #1136
• feat: enable tool selection via agent creation POST by @cpacker in #1137
• feat: add (dummy) create tool route by @cpacker in #1139
• feat: expose cursor based retrieval of previous messages by @goetzrobin in #1140
• fix: fix key typo when getting archival memory response by @goetzrobin in #1141
• fix: correct dummy tools api call response by @goetzrobin in #1142
• fix: patch agent creation bug that resurfaced by @cpacker in #1143
• fix: fix existing agent listing for CLI by @sarahwooders in #1146
• docs: Update api.md by @serkanh in #1158
• feat: implement remaining Admin routes in client and add tests by @sarahwooders in #1157
• fix: (1) refactor in Agent.step() to fix out-of-order timestamps, (2) bug fixes with usage of preset/human vs filename values by @cpacker in #1145
• feat: during agent creation - create new presets in the DB if the preset had overrides by @cpacker in #1159
• feat: Allow timestamp in send_message POST by @cpacker in #1161
• fix: fix azure credential configuration by @xavieryao in #1152
• feat: add remaining Python client support for REST API routes + tests by @sarahwooders in #1160
• feat: return source metadata with list sources route by @cpacker in #1164
• feat: add google search example by @sarahwooders in #1167
• fix: write temporary file for REST upload file endpoint + return number added passages/documents by @sarahwooders in #1169
• feat: add Preset routes to API + patch for tool_call_id max length OpenAI error by @cpacker in #1165
• feat: move source_id to path variable by @cpacker in #1171
• feat: return information on attached agents when getting list of sources from API by @cpacker in #1172
• chore: bump version to 0.3.7 by @cpacker in #1173

New Contributors

• @serkanh made their first contribution in #1158
• @xavieryao made their first contribution in #1152

Full Changelog: 0.3.6...0.3.7

0.3.6

🐜 bugfix release

What's Changed

• fix: patch API key GET error + allow empty body on create user POST by @cpacker in #1113
• fix: silence pydantic warning about protected namespace by @cpacker in #1116
• feat: add metadata to GET tools route by @cpacker in #1117
• feat: add archival memory GET, POST, DEL to REST API by @cpacker in #1119
• feat: Add data sources to REST API by @sarahwooders in #1118
• feat: pass message UUIDs during message streaming (POST SSE send_message) by @cpacker in #1120
• fix: small typing fixes by @cpacker in #1123
• fix: fix bugs for retrieving archival memory via REST API + tests by @sarahwooders in #1122
• feat: add a last_run field to the agent state model by @cpacker in #1124
• fix: patch bug where the contents of the persona/human files were not gett… by @cpacker in #1126
• feat: add memory data and tool data to list_agents function / GET /api/agents response by @cpacker in #1125
• feat: add list of sources (in dict format) to response object by @cpacker in #1128
• fix: patch messages route + unify all the api/agents API routes to use {agent_id} via path parameter by @cpacker in #1129
• fix: use bookworm version of python image to resolve sqllite/chroma i… by @goetzrobin in #1130
• feat: enable adding presets via the CLI by @sarahwooders in #1131
• fix: modify metadata presets functions by @sarahwooders in #1132
• feat: added persona/human_name fields to Preset by @cpacker in #1134
• chore: bump version to 0.3.6 by @cpacker in #1114

Full Changelog: 0.3.5...0.3.6

0.3.5

🦗 Bugfix release

What's Changed

• fix: Pass empty list for functions==None by @sarahwooders in #983
• feat: Update REST API routes GET information for agents/humans/personas and store humans/personas in DB by @sarahwooders in #1074
• feat: return server.server_llm_config information for REST endpoint by @sarahwooders in #1083
• fix: patch AutoGen integration for 0.3.5 + add AutoGen integration tests by @cpacker in #1081
• fix: huggingface embeddings dependency by @thefux in #1087
• feat: Add more tests to test_metadata.py by @sarahwooders in #1082
• ci: skip autogen test if no oai secret by @cpacker in #1095
• ci: patch embedding issue in tests by @cpacker in #1096
• feat: move agent_id from query param to path variable and remove unus… by @goetzrobin in #1094
• fix: return uuid stored in config by @goetzrobin in #1092
• feat: create humans personas by @goetzrobin in #1093
• feat: isolate test config from main config by @tombedor in #1063
• feat: one time pass of autoflake + add autoflake to dev extras by @cpacker in #1097
• fix: move to TokenTextSplitter for more reliable chunking by @sarahwooders in #1098
• chore: only install llama-index-embeddings-huggingface for extras local by @sarahwooders in #1099
• chore: bump version to 0.3.5 by @cpacker in #1091
• fix: bug with storing embedding info in metadata store by @sarahwooders in #1101
• feat: add GET REST API route for listing tools by @cpacker in #1100

New Contributors

• @thefux made their first contribution in #1087

Full Changelog: 0.3.4...0.3.5

0.3.4

🐝 Bugfix release

What's Changed

• feat: refactor loading and attaching data sources, and upgrade to llama-index==0.10.6 by @sarahwooders in #1016
• feat: minor updates to chatui by @cpacker in #1029
• fix: removed superfluous create_agent calls by @cpacker in #1000
• fix: Corrected response_model usage by @GlitchStorm in #1036
• fix: patch /rewrite by @cpacker in #1034
• feat: Create RESTClient and Admin client for interacting with server from python by @sarahwooders in #1033
• fix: Fix memgpt benchmark command by @sarahwooders in #1041
• docs: Update README.md by @cpacker in #1045
• feat: add dockerfile for memgpt server by @goetzrobin in #1049
• feat: Add data loading and attaching to server by @sarahwooders in #1051
• fix: Patch typo in base.py by @cpacker in #1050
• feat: allow admin to access all API routes & add back auth by @goetzrobin in #1047
• feat: add basic https support to memgpt server for development where https is needed by @cpacker in #1052
• feat: add auth to chatui by @goetzrobin in #1065
• docs: Update server process / API documentation landing page by @cpacker in #1067
• fix: set default, all 0 anon UUID by @tombedor in #1071
• fix: configure black by @tombedor in #1072
• fix: bug with loading directories by @sarahwooders in #1073
• feat: tests and bug fixes AgentState.state by @cpacker in #1058
• chore: bump version to 0.3.4 by @cpacker in #1075

New Contributors

• @GlitchStorm made their first contribution in #1036

Full Changelog: 0.3.3...0.3.4