This is inspired by [PrivateGPT](here](https://github.com/imartinez/privateGPT), and Ollama's RAG example
The goal is to build a high-quality QA and assistant system around public and private data
so far, all data source includes:
- MMEX homesite repo
- MMEX doc for Desktop repo
- MMEX doc for android repo
- MMEX4Desktop repo issues
- MMEX4Android repo issues
D .tables
vectorstore
D select * from vectorstore;
┌──────────────────────┬──────────────────────┬──────────────────────┬──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┐
│ id │ text │ embedding │ metadata │
│ varchar │ varchar │ float[] │ varchar │
├──────────────────────┼──────────────────────┼──────────────────────┼──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ 05a3f1f4-43b3-4ea3… │ Installing Money M… │ [1.3362232, 1.0252… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ 89fa3ee2-68d1-450a… │ Use unstable pre-r… │ [-0.1654804, -0.31… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ 8d6a3b4f-da25-42af… │ To try the latest … │ [0.32451722, 0.691… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ 7ccacacb-12eb-40f4… │ You must have perm… │ [0.43995818, 1.276… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ 45abaa3b-9399-4fd2… │ MMEX can be starte… │ [-0.42747283, 1.05… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ 8f8c1f4a-1144-44eb… │ MMEX developers cr… │ [-0.43720704, 2.03… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ dd2c1b20-dbc5-4361… │ You can add MMEX r… │ [0.10934828, 1.452… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ e92c0a97-c0d5-4660… │ You can use packag… │ [-0.15496743, 1.42… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ 97688e60-e61f-4746… │ Use unstable pre-r… │ [0.10321432, -0.42… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ 71bb8c43-068c-45d0… │ Distribution Insta… │ [0.8691554, 1.1287… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ 770643c8-167d-4a9f… │ Slackware requires… │ [-0.09068614, 1.21… │ {"source": "source_documents/moneymanagerex/INSTALL.md"} │
│ e746c265-ed0d-4585… │ Money Manager Ex (… │ [0.3924375, 2.1113… │ {"source": "source_documents/moneymanagerex/README.md"} │
│ d1a6dde1-a2b1-44e3… │ Features\n\nFast, … │ [0.7776978, 0.2996… │ {"source": "source_documents/moneymanagerex/README.md"} │
│ 82a8e2fc-0ce9-4ca0… │ Custom Reports\n\n… │ [0.4158724, 1.2726… │ {"source": "source_documents/moneymanagerex/README.md"} │
│ f75a8751-5e1d-488f… │ Download developme… │ [0.8128123, 0.9333… │ {"source": "source_documents/moneymanagerex/README.md"} │
│ 46366c03-838f-4d65… │ Download dozens of… │ [0.2653921, 0.3419… │ {"source": "source_documents/moneymanagerex/README.md"} │
│ 64964839-0dc1-4a50… │ Building Money Man… │ [0.47461718, 0.737… │ {"source": "source_documents/moneymanagerex/BUILD.md"} │
│ 8882371d-d4ed-4bed… │ Older versions of … │ [0.5182575, 0.3229… │ {"source": "source_documents/moneymanagerex/BUILD.md"} │
│ 595562ea-8f5c-440c… │ Download wxWidgets… │ [0.1364667, 0.7587… │ {"source": "source_documents/moneymanagerex/BUILD.md"} │
│ d67a37f5-7ca5-46bc… │ Or start the follo… │ [-0.30819768, 0.14… │ {"source": "source_documents/moneymanagerex/BUILD.md"} │
│ · │ · │ · │ · │
│ · │ · │ · │ · │
│ · │ · │ · │ · │
│ ccb7680b-4ce0-4528… │ make: **\* [mmex_a… │ [0.027516425, 1.16… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/268", "title": "build errors due to unimplemented compiler features", "creator": "howff", "created_at": "2014-11-06T14:45:44Z", "comments": 2, "state": "closed", "labels": [… │
│ b7ddffc8-c455-41f3… │ using this compile… │ [0.35747665, 1.180… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/268", "title": "build errors due to unimplemented compiler features", "creator": "howff", "created_at": "2014-11-06T14:45:44Z", "comments": 2, "state": "closed", "labels": [… │
│ 2452cca4-94ab-4d1d… │ Configured with: .… │ [1.5434697, 0.8948… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/268", "title": "build errors due to unimplemented compiler features", "creator": "howff", "created_at": "2014-11-06T14:45:44Z", "comments": 2, "state": "closed", "labels": [… │
│ 60ee3079-e383-46ee… │ --enable-clocale=g… │ [0.17030136, 0.710… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/268", "title": "build errors due to unimplemented compiler features", "creator": "howff", "created_at": "2014-11-06T14:45:44Z", "comments": 2, "state": "closed", "labels": [… │
│ 139e73fd-1b1f-4c91… │ Thread model: posi… │ [0.5815328, 0.7802… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/268", "title": "build errors due to unimplemented compiler features", "creator": "howff", "created_at": "2014-11-06T14:45:44Z", "comments": 2, "state": "closed", "labels": [… │
│ 231cf5ee-a86f-4728… │ The latest moneyma… │ [0.43270323, 1.058… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/267", "title": "build errors with wxsqlite3", "creator": "howff", "created_at": "2014-11-06T11:43:47Z", "comments": 1, "state": "closed", "labels": [], "assignee": "guanlish… │
│ b8c98299-717b-455f… │ /users/local/arb/D… │ [0.68784934, 1.547… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/267", "title": "build errors with wxsqlite3", "creator": "howff", "created_at": "2014-11-06T11:43:47Z", "comments": 1, "state": "closed", "labels": [], "assignee": "guanlish… │
│ 74a4723a-fd86-4700… │ -I/tmp/wx/include/… │ [0.49969104, 0.701… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/267", "title": "build errors with wxsqlite3", "creator": "howff", "created_at": "2014-11-06T11:43:47Z", "comments": 1, "state": "closed", "labels": [], "assignee": "guanlish… │
│ ed116182-f3d4-4795… │ In file included f… │ [1.181249, 0.69745… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/267", "title": "build errors with wxsqlite3", "creator": "howff", "created_at": "2014-11-06T11:43:47Z", "comments": 1, "state": "closed", "labels": [], "assignee": "guanlish… │
│ ab5f9bf3-54e5-4e2e… │ ../lib/wxsqlite3/s… │ [1.0540159, 0.3316… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/267", "title": "build errors with wxsqlite3", "creator": "howff", "created_at": "2014-11-06T11:43:47Z", "comments": 1, "state": "closed", "labels": [], "assignee": "guanlish… │
│ 19c20522-12dc-4379… │ ../lib/wxsqlite3/s… │ [1.1983867, 0.8891… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/267", "title": "build errors with wxsqlite3", "creator": "howff", "created_at": "2014-11-06T11:43:47Z", "comments": 1, "state": "closed", "labels": [], "assignee": "guanlish… │
│ 37eb40b5-237c-4db1… │ I tried an older r… │ [0.49104393, 0.446… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/267", "title": "build errors with wxsqlite3", "creator": "howff", "created_at": "2014-11-06T11:43:47Z", "comments": 1, "state": "closed", "labels": [], "assignee": "guanlish… │
│ fd957a6a-264e-4102… │ Hi,\n\nI tried to … │ [-0.23018059, 0.19… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/266", "title": "error: cannot convert 'const wxString' to 'const char*' for argument '2' to 'void", "creator": "jeancf", "created_at": "2014-11-05T13:53:57Z", "comments": 15… │
│ ddf9b615-e035-40c8… │ # gcc -v\nUsing bu… │ [0.61500555, 1.437… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/266", "title": "error: cannot convert 'const wxString' to 'const char*' for argument '2' to 'void", "creator": "jeancf", "created_at": "2014-11-05T13:53:57Z", "comments": 15… │
│ 55025176-23e9-408f… │ Configured with: .… │ [0.6909208, 1.3932… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/266", "title": "error: cannot convert 'const wxString' to 'const char*' for argument '2' to 'void", "creator": "jeancf", "created_at": "2014-11-05T13:53:57Z", "comments": 15… │
│ 26ab740b-a53e-4ccc… │ --with-system-zlib… │ [0.58594024, 0.361… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/266", "title": "error: cannot convert 'const wxString' to 'const char*' for argument '2' to 'void", "creator": "jeancf", "created_at": "2014-11-05T13:53:57Z", "comments": 15… │
│ 3bb3a317-498d-493a… │ Thread model: posi… │ [0.3381843, 0.5102… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/266", "title": "error: cannot convert 'const wxString' to 'const char*' for argument '2' to 'void", "creator": "jeancf", "created_at": "2014-11-05T13:53:57Z", "comments": 15… │
│ 988a53c3-ad35-42c7… │ When opening a dat… │ [0.7069199, 0.6275… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/256", "title": "assertion failed (datetime)", "creator": "howff", "created_at": "2014-10-31T13:02:34Z", "comments": 6, "state": "closed", "labels": ["bug"], "assignee": "gua… │
│ b5859c79-009e-4b48… │ BACKTRACE:\n[1] wx… │ [0.48446056, -0.02… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/256", "title": "assertion failed (datetime)", "creator": "howff", "created_at": "2014-10-31T13:02:34Z", "comments": 6, "state": "closed", "labels": ["bug"], "assignee": "gua… │
│ e83a762a-3187-48cb… │ There is a problem… │ [1.4988081, 1.3917… │ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/182", "title": "Transaction report filter", "creator": "Joker2k", "created_at": "2014-08-22T10:47:56Z", "comments": 0, "state": "closed", "labels": ["bug", "fixed"], "assign… │
├──────────────────────┴──────────────────────┴──────────────────────┴──────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┤
│ 10096 rows (40 shown) 4 columns │
└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
D select metadata, count(*) from vectorstore group by 1 order by 2 desc limit 10;
┌────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┬──────────────┐
│ metadata │ count_star() │
│ varchar │ int64 │
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┼──────────────┤
│ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/5253", "title": "trash icon is missing", "creator": "vomikan", "created_at": "2022-10-30T10:05:31Z", "comments": 3, "state": "closed", "labels": ["bug", "solution found", "win"], "assignee": "vomikan", "milestone": null, "locke… │ 471 │
│ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/2405", "title": "Crash if app killed in tray", "creator": "vomikan", "created_at": "2020-04-22T20:08:36Z", "comments": 3, "state": "closed", "labels": ["bug", "mac"], "assignee": "whalley", "milestone": null, "locked": false, "… │ 162 │
│ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/3367", "title": "Crashing while clicking on the reports section entries", "creator": "MartinX3", "created_at": "2021-05-03T09:23:25Z", "comments": 5, "state": "closed", "labels": ["bug", "duplicate"], "assignee": "vomikan", "mi… │ 149 │
│ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/6397", "title": "crash on start", "creator": "pepebassan", "created_at": "2023-12-28T10:16:24Z", "comments": 5, "state": "closed", "labels": ["bug", "fixed", "mac"], "assignee": "whalley", "milestone": "v1.7.0", "locked": false… │ 144 │
│ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/1440", "title": "OSX : Cannot run application - MMEX quit unexpectedly", "creator": "ahmadsyamim", "created_at": "2018-02-13T03:10:19Z", "comments": 2, "state": "closed", "labels": ["outdated", "mac"], "assignee": null, "milest… │ 139 │
│ {"source": "source_documents/moneymanagerex/docs/en_US/index.html"} │ 130 │
│ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/2399", "title": "Constant crashing with a Debug report window", "creator": "feimosi", "created_at": "2020-04-20T11:05:21Z", "comments": 10, "state": "closed", "labels": ["bug", "duplicate", "linux"], "assignee": null, "mileston… │ 129 │
│ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/1811", "title": "\"Budget Setup\" crash", "creator": "ovari", "created_at": "2018-09-07T12:33:54Z", "comments": 5, "state": "closed", "labels": ["outdated", "linux"], "assignee": null, "milestone": null, "locked": false, "numbe… │ 119 │
│ {"url": "https://github.com/moneymanagerex/moneymanagerex/issues/3437", "title": "Run MMEX 1.5.1 on Mac OS High Sierra 10.13.6", "creator": "filiperivelli", "created_at": "2021-05-13T21:12:20Z", "comments": 4, "state": "closed", "labels": ["fixed", "mac"], "assignee": "whalley", "milestone":… │ 113 │
│ {"url": "https://github.com/moneymanagerex/android-money-manager-ex/issues/1225", "title": "Payees report crashes app on Android 8.1", "creator": "heitkergm", "created_at": "2018-04-03T01:15:41Z", "comments": 2, "state": "closed", "labels": ["reports"], "assignee": null, "milestone": null, "… │ 111 │
├────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┴──────────────┤
│ 10 rows 2 columns │
└───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────┘
and here are some todos
- MMEX forum
- MMEX Social networks
- MMEX transaction data from Desktop and Android applications,
- private data.
- SQLite3 with encryption
ollama pull llama3:8b
ollama pull nomic-embed-text:latest
git clone git@github.com:moneymanagerex/chat.git
git submodule update --init
cd chat
python3 ingest.py
python3 chat.py
Ollamaas inference frameworkllama3:8bas LLM, configurable viaMODELnomic-embed-textas an embedding model, configurable viaEMBEDDINGS_MODEL_NAMEDuckdbas vector databaseLangChainas the application framework