trieve runs, with mocks standing in for external services. Argusic installed and launched it on a clean machine in 13 minutes, hitting 6 errors on the way, and recorded the session.

How did Argusic test trieve?

On a fresh, disposable machine, with every command recorded and the repository pinned at commit a99b21e23f21. One attempt is recorded, and the full method is on the methodology page.

What did it cost to test trieve?

The run that produced this verdict cost $0.03: real compute and model cost, not a list price per million tokens. It is recorded on that run's page.

How long does trieve take to install?

12.5 minutes in the run that decided this verdict, from a clean machine to a running state. That is one measured attempt, not an average.

Does trieve need a GPU?

Not to start. Argusic reached a running state on a machine with no GPU.

What goes wrong when installing trieve?

6 things broke in the recorded run, and 3 were fixed without human help. Each one, and the time it cost, is listed on this page.

Where is the evidence for trieve?

The recorded run is on this page, each linking to its full log and terminal recording, stored with a sha256 fingerprint so it cannot be quietly altered.

trieve

All-in-one platform for search, recommendations, RAG, and analytics offered via API

Runs with mockssource: GitHub homepageRustMITcommit a99b21e23f21

Rust, MIT licensed. The project labels itself: actix, actix web, ai, artificial intelligence, diesel, embedding, hacktoberfest and llm.

trieve runs, with stand-ins for the services it depends on. An Argusic agent installed it in 12.5 minutes and hit 6 errors on a clean machine with no GPU, and the whole session was recorded.

Python SDK installs and all 408 tests pass; JS/TS packages all build successfully; Rust server, Docker services, and integration tests are blocked by missing toolchain and network.
What the agent ended up with on a clean machine, in its own words. How this is measured

Measured by Argusic on a fresh machine every time. Every number links to its evidence. Argusic Score 82 of 100 (the mean of this project's run scores).

At a glance

verdict: Runs with mocks
Argusic Score: 82 / 100
cost of the verifying run: $0.03 (measured)
recorded runs: 1
last tested: 2026-10-02
stars: 2,719
forks: 253
open issues: 3
watchers: 14
size: 181 MB
created: 2023-03-26
last push: 2026-01-25

Subject data from GitHub, linked at the top of this page, refreshed 2026-10-02. Test data by Argusic (CC BY 4.0); every number links to a run page with the full log, the recording, and their sha256 hashes.

What was measured

From the run that decided this verdict. Every line is a recorded value, not an estimate.

Time lost to each failure while testing trieve, drawn from the recorded run — Every bar is a failure the agent recorded, with the time it cost. Drawn from this run, not from anywhere else.

What went wrong, in the agent's own words

The agent's own words, worst first, never rewritten into advice.

Python SDK missing 'requests' dependency (missing from pyproject.toml deps but needed at runtime)0.5 minutes
Python SDK import artifact: 'from traitlets import default' in dataset_configuration_dto.py (unused, not in SDK's dep tree)0.5 minutes
yarn install fails on Node 18 due to '[email protected]' requiring Node >=200.5 minutes
No Rust toolchain (cargo/rustc) — Rust server cannot build
No Docker daemon — Docker services (Postgres, Qdrant, Redis, etc.) cannot start
Network to api.trieve.ai is unreachable — TS SDK integration tests and live server verification impossible

Install time: 13 minutes
Cold machine to finish: 12 minutes
Errors hit and fixed: 6 hit, 3 fixed with no human help
How the result was proved: Python SDK: 'cd clients/python-sdk && /tmp/venv-trieve/bin/python -m pytest test/ -v' exited 0 with 408 passed. TS SDK: 'yarn build' completed with no errors. MCP server: build completed and 'node build/index.js' returns expected API-key error. CLI: 'node dist/index.js --help' prints usage. Frontends: 'yarn build:all' via turbo, 4 tasks all successful.
Model tokens used: 89,733
Exact commit tested: a99b21e23f21
Container image: sha256:cdd920bce783

What was not measured

The other half, so you can see exactly how far this evidence goes. A gap is printed as a gap and never filled in.

Peak GPU memory: this ran on a CPU machine, so there was no GPU to sample
Behaviour over a long run: each attempt uses the smallest documented settings and a fixed time budget, so this measures whether it runs, not how it holds up under load
Behaviour against real services: this run was verified against stand-in services only

The end of the recording

The last lines of the terminal session that decided this verdict, exactly as they were recorded.

**Monorepo JS/TS** — installed with `yarn --ignore-engines` (Node 18 < required 20). Built successf…
- `trieve-ts-sdk` (TypeScript SDK) — build passes
- `trieve-search-component` (React web component) — build passes
- `trieve-mcp-server` (MCP server) — build passes
- `trieve-cli` (CLI tool) — build passes, `--help` works
- Frontends (search, dashboard, chat) — all 4 turbo tasks succeeded
**What couldn't be tested:**
- Rust server — no `cargo`/`rustc` available
- Docker services (Qdrant, Postgres, Redis, etc.) — no Docker
- TS SDK vitest tests — require live network connection to `api.trieve.ai`, which is unreachable
- CLI run — requires API credentials
- MCP server — requires API credentials

Replay the whole session, every command from a clean machine to this point.

How it was tested

One agent, one container, no human help. It installs the project the way its own documentation says to, runs it, and fixes what breaks. Everything below is recorded as it happened: the terminal session, the log and the exact commit. The full method.

Strengths and limits

Measured facts, not opinions. How this is written.

What went well

Installed in 12.5 minutes.
Licensed MIT, as reported by its host.

What did not, or is not known

Only reached a running state against stand-in services, so nothing here proves it works against the real ones.
Hit 6 errors during setup, 3 of which were not solved.
Measured once so far. A single attempt shows it can run, not that it runs reliably.

Also tested, in the same area

Every one of these was installed and run by Argusic on a clean machine. Nothing appears here that was not tested.

Run history

tested by	attempt	outcome	score	cost USD	when
Argusic Runner	1/3	Runs with mocks	82.00	0.03	2026-10-02 22:28 UTC

Topics (from GitHub)

actix actix-web ai artificial-intelligence diesel embedding hacktoberfest llm postgresql qdrant qdrant-vector-database rag retrieval-augmented-generation rust search search-engine solidjs tailwindcss vector-search

Embed the badge

Markdown for the project README. It links back here; terms on the terms page.

[![Tested by Argusic](https://argusic.com/badge/trieve.svg)](https://argusic.com/subject/trieve)

Questions

Does trieve run?: trieve runs, with mocks standing in for external services. Argusic installed and launched it on a clean machine in 13 minutes, hitting 6 errors on the way, and recorded the session.
How did Argusic test trieve?: On a fresh, disposable machine, with every command recorded and the repository pinned at commit a99b21e23f21. One attempt is recorded, and the full method is on the methodology page.
What did it cost to test trieve?: The run that produced this verdict cost $0.03: real compute and model cost, not a list price per million tokens. It is recorded on that run's page.
How long does trieve take to install?: 12.5 minutes in the run that decided this verdict, from a clean machine to a running state. That is one measured attempt, not an average.
Does trieve need a GPU?: Not to start. Argusic reached a running state on a machine with no GPU.
What goes wrong when installing trieve?: 6 things broke in the recorded run, and 3 were fixed without human help. Each one, and the time it cost, is listed on this page.
Where is the evidence for trieve?: The recorded run is on this page, each linking to its full log and terminal recording, stored with a sha256 fingerprint so it cannot be quietly altered.