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confluence-rag

This is a sample application for RAG (retrieval augmented generation) with Confluence data.

It depends on rye for package management.

Since gist doesn't allow to crete a directory, make sure to create confluence_rag directory and move Python files under it.

mkdir confluence_rag

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annotated-types==0.6.0
anyio==3.7.1
backoff==2.2.1
bcrypt==4.0.1
cachetools==5.3.2
certifi==2023.7.22
charset-normalizer==3.3.1
chroma-hnswlib==0.7.3
chromadb==0.4.15
click==8.1.7

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diff --git a/prelims/handler.py b/prelims/handler.py
index d4d416d..014bc7d 100644
--- a/prelims/handler.py
+++ b/prelims/handler.py
@@ -1,16 +1,18 @@
 from .post import Post

 import os
-
+from pathlib import Path

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import requests


class GitHubClient:
    def __init__(self, apikey, session=None):
        self.headers = {"Authorization": f"Bearer {apikey}"}
        if not session:
            self.sess = requests.Session()
        else:
            self.sess = session

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import matplotlib as mlp
import pandas as pd
mlp.use("agg")

from matplotlib import pyplot as plt
from matplotlib.dates import (
    MonthLocator,
    num2date,
    AutoDateLocator,
    AutoDateFormatter,

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#!/usr/bin/env ruby

# Forked from: http://hamasyou.com/blog/2014/02/13/movable-type-to-octopress/

require 'date'
require 'mustache'
require 'stringex'
require 'cgi'
require 'reverse_markdown'

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devtools::install_github("crowding/msgpack-r")

library(msgpack)

x <- data.frame(a=1:3, b=4:6)

conn <- gzfile("test.msgpack.gz", open="w+b")
apply(x, 1, function(x) {writeMsg(c(x, time=as.integer(Sys.time())), conn)})
flush(conn)
close(conn)