From 530bd02194e23702d801e122cc1aac012c8667a7 Mon Sep 17 00:00:00 2001 From: Jalal Date: Sun, 21 Jul 2024 04:55:15 +0200 Subject: [PATCH] update readme --- README.md | 65 ++++++++++--------------------------- docs/kdb-embed-diagram.png | Bin 0 -> 35348 bytes docs/kdb-query-diagram.png | Bin 0 -> 35096 bytes 3 files changed, 17 insertions(+), 48 deletions(-) create mode 100644 docs/kdb-embed-diagram.png create mode 100644 docs/kdb-query-diagram.png diff --git a/README.md b/README.md index 3f8992f..f705ceb 100644 --- a/README.md +++ b/README.md @@ -1,61 +1,30 @@ # A knowledge database in your command line `kdb` is a knowledgebase command line tool that relies on [Ollama](https://github.com/ollama/ollama). You can use it as is or integrate it with 3rd party tools to make your own Retrieval Augmented Generation (RAG) system. -## How to query information? -Simply use the `query` parameter to retrieve relevant informations. You can use the `--limit` parameter to indicate how many of most relevant entries you want to retrieve. -``` -./kdb query "What is the meaning of life?" --limit 1 -``` -as you can see it doesn't return anything, because it doesn't have any knowledge yet. - - -## How to add knowledge? -You can use the `embed` paramter to pass a piece of knowledge to the database. -``` -./kdb embed "Here is a sample piece of information to be remembered!" -``` -There is a script in the `test_content` directory which you can use to add some sample knowledge. -``` -cd test_content/ -chmod +x ./train.sh -./train.sh -``` +## Dependencies +* [Ollama](https://github.com/ollama/ollama) -This will add a bunch of sample knowledge. You can now ask questions about it: -``` -./kdb query "how many times Alpha is smaller than Gamma?" --top 3 -``` -and it returns the revelant piece of informations. - -## How to ask questions? -You can connect the outcome of `./kdb query "your question"` to Ollama to retrieve the information in a friendly way. It would be exactly like a simple Retrieval-augmented generation (RAG) solution. There is an `ask` command in this repo that makes life easier. For example: -```bash -$ ask "how many times Alpha is smaller than Gamma?" -``` -Should return a reply like: -``` -Since Alpha is half of Beta, and Beta is smaller than Gamma (which is three times of Beta), we can conclude that Alpha is -one-sixth of Gamma. Therefore, Alpha is six times smaller than Gamma. -``` -Or you can make your own prompt for it: -``` -echo "Answer to the question by following the given context. IF you don't know the answer simply say you don't know. Do not do yapping. The Context: $(./kdb query "What is the meaning of life?" --limit 3)" | ollama run llama3 -``` +## Building the project +1. Clone the repository +2. `make build` +3. Your binaries are at `bin/` directory -## How to list all entries? -You can do this by using `list` parameter and pass the max number of entries to be listed as `--limit`. +## Run +Here is the list of available commands ``` -./kdb --list --limit 100 +kdb --help ``` -## How to delete an entry? -You can simply use the `delete` option: +## How embedding works? ``` -./kdb delete "b1827d5a-16d2-4f74-acfa-29864434859a" +kdb embed "here is some text" ``` +![Image](docs/kdb-embed-diagram.png) +[source](https://www.plantuml.com/plantuml/dumla/RO_BJiCm44Nt_eghY0MLqj3oO16XgekoO4CHBIj0gfEPWjN4hk8n3o7-7LkbFAIiHXgVETTtwaLt4jf6wI3EXhRYJkbQN8S0xP7TUUuojOsGgSrMMy66AaLQTAKzWoeaQXRgpQpwpsNpfj6jpXBWb0eOJj9jYTL1ck2OHSYUkMCO3-zQXl2RP2kLdeTxt5WZkyq4hiJDVB74qUxu0vMZzx9FWa_bVXqld2gLk1yLu-EJ7AFYzEmyHr4KZtjrmgwk5vUtopYMyzttoDWd_s0FQsU5hUJVea5SzMJcVVw1-bjcZCwzUkZrEegOVfg662xSGXCnbRW8mT14JTbIQ9il) -## Need the list of parameters? -You can run `kdb` with the `--help` parameter to get the list of parameters. +## How data is retrieved? ``` -./kdb --help +kdb query "find something" ``` +![Image](docs/kdb-query-diagram.png) +[source](https://www.plantuml.com/plantuml/dumla/RO-zJlCm68LtNyLHz0tVa8Ro0qC6L47B10fAou0eedRy0bOJkzYlaIh4lLC7HO1WikJpdCS-ay3IS-nQ8ICx6pj5NiY6dKU43CXk0lbCR7QGQSn6MiPQAw4bIoK3GQkUciPcFLK_kQngMzd9B05EY8ZHQUgMMFrB9ruY-IsoHsCrWkk8durzobOYPQE1DTPmkabbL-AwcY-mHvqYZJSefxVbBmFUXViIl58QK-9kNEmV7EOO5qV79pcAehWVl0cRpovdvmiqpZ9PpY6zbzi7RG9Bsz3_Jqk-j7zeS55NL-Z_f7VlXwMjwkcinjajXdxYnFTPDONOCW9nIeR5SJVG6ylmVHp4XAoENVi1) \ No newline at end of file diff --git a/docs/kdb-embed-diagram.png b/docs/kdb-embed-diagram.png new file mode 100644 index 0000000000000000000000000000000000000000..faf3ddd04ef0dd5c3b7717b3efb74b48d402c593 GIT binary patch literal 35348 zcmZU5cRbbY|3AmUv5!4cjy;l1$T&6`8CltTBw1Mz$CgdDqzFX_$=-YKh%!S~vbXPb zy6-;s@A3Hk(WB^`^Iq5WdOg?cL~3d%5#iI}V_;wqsVK{9V_-l&VPIeu!yw={YJ1&N z;4e&fZ6#TZl0o{P;0Jjd0~K3!bqp@>Zx{wU1U9# z^75XOmU`uXX!vyN)7)xy-K6Qmt%g0_Ld^w+Qy3;A0vZwsheKqWQO%68<ka 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