mirror of
https://github.com/Significant-Gravitas/AutoGPT.git
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c4056cbae9
Calling LLM using the current block sometimes can break due to the high context window. A prompt compaction algorithm is applied (enabled by default) to make sure the sent prompt is within a context window limit. ### Changes 🏗️ ```` Heuristics -------- * Prefer shrinking the content rather than truncating the conversation. * If the conversation content is compacted and it's still not enough, then reduce the conversation list. * The rest of the implementation is adjusted to minimize the LLM call breaking. Strategy -------- 1. **Token-aware truncation** – progressively halve a per-message cap (`start_cap`, `start_cap/2`, … `floor_cap`) and apply it to the *content* of every message except the first and last. Tool shells are included: we keep the envelope but shorten huge payloads. 2. **Middle-out deletion** – if still over the limit, delete the whole messages working outward from the centre, **skipping** any message that contains ``tool_calls`` or has ``role == "tool"``. 3. **Last-chance trim** – if still too big, truncate the *first* and *last* message bodies down to `floor_cap` tokens. 4. If the prompt is *still* too large: • raise ``ValueError`` when ``lossy_ok == False`` (default) • return the partially-trimmed prompt when ``lossy_ok == True`` ```` ### Checklist 📋 #### For code changes: - [x] I have clearly listed my changes in the PR description - [x] I have made a test plan - [x] I have tested my changes according to the test plan: <!-- Put your test plan here: --> - [x] Run an SDM block in a loop until it hits 200000 tokens using the open-ai O3 model.
125 lines
3.1 KiB
TOML
125 lines
3.1 KiB
TOML
[tool.poetry]
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name = "autogpt-platform-backend"
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version = "0.4.9"
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description = "A platform for building AI-powered agentic workflows"
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authors = ["AutoGPT <info@agpt.co>"]
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readme = "README.md"
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packages = [{ include = "backend", format = "sdist" }]
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[tool.poetry.dependencies]
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python = ">=3.10,<3.13"
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aio-pika = "^9.5.5"
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aiodns = "^3.1.1"
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anthropic = "^0.51.0"
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apscheduler = "^3.11.0"
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autogpt-libs = { path = "../autogpt_libs", develop = true }
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bleach = { extras = ["css"], version = "^6.2.0" }
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click = "^8.2.0"
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cryptography = "^43.0"
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discord-py = "^2.5.2"
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e2b-code-interpreter = "^1.5.0"
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fastapi = "^0.115.12"
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feedparser = "^6.0.11"
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flake8 = "^7.2.0"
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google-api-python-client = "^2.169.0"
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google-auth-oauthlib = "^1.2.2"
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google-cloud-storage = "^3.1.0"
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googlemaps = "^4.10.0"
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gravitasml = "^0.1.3"
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groq = "^0.24.0"
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jinja2 = "^3.1.6"
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jsonref = "^1.1.0"
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jsonschema = "^4.22.0"
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launchdarkly-server-sdk = "^9.11.0"
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mem0ai = "^0.1.98"
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moviepy = "^2.1.2"
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ollama = "^0.4.8"
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openai = "^1.78.1"
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pika = "^1.3.2"
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pinecone = "^5.3.1"
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poetry = "2.1.1" # CHECK DEPENDABOT SUPPORT BEFORE UPGRADING
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postmarker = "^1.0"
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praw = "~7.8.1"
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prisma = "^0.15.0"
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prometheus-client = "^0.21.1"
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psutil = "^7.0.0"
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psycopg2-binary = "^2.9.10"
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pydantic = { extras = ["email"], version = "^2.11.4" }
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pydantic-settings = "^2.9.1"
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pytest = "^8.3.5"
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pytest-asyncio = "^0.26.0"
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python-dotenv = "^1.1.0"
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python-multipart = "^0.0.20"
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redis = "^5.2.0"
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replicate = "^1.0.6"
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sentry-sdk = {extras = ["anthropic", "fastapi", "launchdarkly", "openai", "sqlalchemy"], version = "^2.28.0"}
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sqlalchemy = "^2.0.40"
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strenum = "^0.4.9"
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stripe = "^11.5.0"
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supabase = "2.15.1"
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tenacity = "^9.1.2"
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todoist-api-python = "^2.1.7"
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tweepy = "^4.14.0"
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uvicorn = { extras = ["standard"], version = "^0.34.2" }
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websockets = "^14.2"
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youtube-transcript-api = "^0.6.2"
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zerobouncesdk = "^1.1.1"
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# NOTE: please insert new dependencies in their alphabetical location
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pytest-snapshot = "^0.9.0"
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aiofiles = "^24.1.0"
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pyclamd = "^0.4.0"
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tiktoken = "^0.9.0"
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[tool.poetry.group.dev.dependencies]
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aiohappyeyeballs = "^2.6.1"
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black = "^24.10.0"
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faker = "^33.3.1"
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httpx = "^0.28.1"
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isort = "^5.13.2"
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poethepoet = "^0.34.0"
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pyright = "^1.1.400"
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pytest-mock = "^3.14.0"
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pytest-watcher = "^0.4.2"
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requests = "^2.32.3"
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ruff = "^0.11.10"
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# NOTE: please insert new dependencies in their alphabetical location
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[build-system]
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requires = ["poetry-core"]
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build-backend = "poetry.core.masonry.api"
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[tool.poetry.scripts]
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app = "backend.app:main"
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rest = "backend.rest:main"
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ws = "backend.ws:main"
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scheduler = "backend.scheduler:main"
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executor = "backend.exec:main"
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cli = "backend.cli:main"
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format = "linter:format"
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lint = "linter:lint"
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test = "run_tests:test"
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[tool.isort]
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profile = "black"
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[tool.pytest-watcher]
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now = false
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clear = true
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delay = 0.2
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runner = "pytest"
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runner_args = []
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patterns = ["*.py"]
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ignore_patterns = []
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[tool.pytest.ini_options]
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asyncio_mode = "auto"
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asyncio_default_fixture_loop_scope = "session"
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filterwarnings = [
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"ignore:'audioop' is deprecated:DeprecationWarning:discord.player",
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"ignore:invalid escape sequence:DeprecationWarning:tweepy.api",
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]
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[tool.ruff]
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target-version = "py310"
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