margdarshak-http-cache/src/cache.rs

@@ -30,7 +30,9 @@ impl HttpCacheManager {
             .eviction_policy(EvictionPolicy::lru())
             .max_capacity(cache_size)
             .build();
-        Self { cache: Arc::new(cache) }
+        Self {
+            cache: Arc::new(cache),
+        }
     }
 
     pub async fn clear(&self) -> Result<()> {
@@ -56,7 +58,10 @@ impl CacheManager for HttpCacheManager {
         response: HttpResponse,
         policy: CachePolicy,
     ) -> Result<HttpResponse> {
-        let data = Store { response: response.clone(), policy };
+        let data = Store {
+            response: response.clone(),
+            policy,
+        };
         self.cache.insert(cache_key, data).await;
         self.cache.run_pending_tasks().await;
         Ok(response)

src/http/handle_req.rs

@@ -1,12 +1,15 @@
-use std::sync::Arc;
-use bytes::Bytes;
-use http_body_util::Full;
-use hyper::Response;
 use crate::app_ctx::AppCtx;
 use crate::http::request::Request;
 use crate::margdarshak::model::Question;
+use bytes::Bytes;
+use http_body_util::Full;
+use hyper::Response;
+use std::sync::Arc;
 
-pub async fn handle_request(req: Request, app_ctx: Arc<AppCtx>) -> anyhow::Result<Response<Full<Bytes>>> {
+pub async fn handle_request(
+    req: Request,
+    app_ctx: Arc<AppCtx>,
+) -> anyhow::Result<Response<Full<Bytes>>> {
     let body = String::from_utf8(req.body.to_vec())?;
     tracing::info!("{}", body);
     let body = Question::process(&app_ctx.md, &body);

src/http/mod.rs

@@ -1,2 +1,2 @@
-pub mod request;
 pub mod handle_req;
+pub mod request;

src/http/request.rs

@@ -1,6 +1,6 @@
 use bytes::Bytes;
-use hyper::body::Incoming;
 use http_body_util::BodyExt;
+use hyper::body::Incoming;
 
 pub struct Request {
     pub method: String,
@@ -17,7 +17,17 @@ impl Request {
         let method = parts.method.to_string();
         let path = parts.uri.path().to_string();
         let query = parts.uri.query().map(|q| q.to_string());
-        let headers = parts.headers.iter().map(|(k, v)| (k.as_str().to_string(), v.to_str().unwrap().to_string())).collect();
-        Ok(Self { method, path, query, headers, body })
+        let headers = parts
+            .headers
+            .iter()
+            .map(|(k, v)| (k.as_str().to_string(), v.to_str().unwrap().to_string()))
+            .collect();
+        Ok(Self {
+            method,
+            path,
+            query,
+            headers,
+            body,
+        })
     }
 }

src/io/env.rs

@@ -0,0 +1,20 @@
+use crate::target_rt::EnvIO;
+use std::collections::HashMap;
+
+pub struct NativeEnvIO {
+    map: HashMap<String, String>,
+}
+
+impl NativeEnvIO {
+    pub fn new() -> Self {
+        Self {
+            map: std::env::vars().collect(),
+        }
+    }
+}
+
+impl EnvIO for NativeEnvIO {
+    fn get_env(&self, key: &str) -> Option<String> {
+        self.map.get(key).cloned()
+    }
+}

src/io/fs.rs

@@ -1,5 +1,5 @@
-use bytes::Bytes;
 use crate::target_rt::FileIO;
+use bytes::Bytes;
 
 pub struct NativeFileIO {}
 

src/io/http.rs

@@ -1,9 +1,9 @@
+use crate::target_rt::HttpIO;
 use anyhow::anyhow;
 use http_cache_reqwest::{Cache, CacheMode, HttpCache, HttpCacheOptions};
+use margdarshak_http_cache::HttpCacheManager;
 use reqwest::{Client, Request};
 use reqwest_middleware::{ClientBuilder, ClientWithMiddleware};
-use margdarshak_http_cache::HttpCacheManager;
-use crate::target_rt::HttpIO;
 
 pub struct NativeHttpIO {
     client: ClientWithMiddleware,
@@ -30,7 +30,11 @@ impl NativeHttpIO {
 #[async_trait::async_trait]
 impl HttpIO for NativeHttpIO {
     async fn execute(&self, request: Request) -> anyhow::Result<reqwest::Response> {
-        let resp = self.client.execute(request).await.map_err(|e| anyhow!("{}", e))?;
+        let resp = self
+            .client
+            .execute(request)
+            .await
+            .map_err(|e| anyhow!("{}", e))?;
         Ok(resp)
     }
 }

src/io/mod.rs

@@ -1,2 +1,3 @@
+pub mod env;
 pub mod fs;
 pub mod http;

src/lib.rs

@@ -1,6 +1,6 @@
-pub mod target_rt;
-pub mod io;
-pub mod scrapper;
-pub mod margdarshak;
-pub mod http;
 pub mod app_ctx;
+pub mod http;
+pub mod io;
+pub mod margdarshak;
+pub mod scrapper;
+pub mod target_rt;

src/margdarshak/helper_md/query.md

@@ -1,10 +1,8 @@
 Based on the attached text/link below and answer questions accordingly after I write "question:".
 
-Please do not copy paste the text in the answer.
-Write the answer in your own words.
 And you should focus on mentioning link for the source if possible.
 
-Lastly, do not provide any images, just respond in text.
+Lastly, do not provide any images, just respond in text in your own words.
 
 text:
 {{input}}
@@ -12,4 +10,4 @@ text:
 question:
 {{question}}
 
-Make sure to respond in MD format only.
+Make sure to respond in markdown format.

src/margdarshak/http1.rs

@@ -1,17 +1,14 @@
-use std::net::SocketAddr;
-use std::sync::Arc;
-use hyper::body::Incoming;
-use hyper::service::service_fn;
-use hyper_util::rt::TokioIo;
-use tokio::net::TcpListener;
 use crate::app_ctx::AppCtx;
 use crate::http::handle_req::handle_request;
 use crate::http::request::Request;
+use hyper::body::Incoming;
+use hyper::service::service_fn;
+use hyper_util::rt::TokioIo;
+use std::net::SocketAddr;
+use std::sync::Arc;
+use tokio::net::TcpListener;
 
-pub async fn start_http_1(
-    port: u16,
-    app_ctx: AppCtx,
-) -> anyhow::Result<()> {
+pub async fn start_http_1(port: u16, app_ctx: AppCtx) -> anyhow::Result<()> {
     let addr = SocketAddr::new([0, 0, 0, 0].into(), port);
     let listener = TcpListener::bind(addr).await?;
     let app_ctx = Arc::new(app_ctx);
@@ -29,17 +26,11 @@ pub async fn start_http_1(
                         .serve_connection(
                             io,
                             service_fn(move |req: hyper::Request<Incoming>| {
-                                {
                                 let app_ctx = app_ctx.clone();
 
                                 async move {
                                     let req = Request::from_hyper(req).await?;
-                                        handle_request(
-                                            req,
-                                            app_ctx.clone(),
-                                        )
-                                            .await
-                                    }
+                                    handle_request(req, app_ctx.clone()).await
                                 }
                             }),
                         )

src/margdarshak/mod.rs

@@ -1,26 +1,3 @@
-// use qdrant_client::prelude::PointStruct;
-// use qdrant_client::qdrant::{Vector, Vectors};
-// use qdrant_client::qdrant::vectors::VectorsOptions;
-
-/*fn chunk_md_content(content: &str) -> Vec<String> {
-    let chunks: Vec<String> = content.split("\n\n").map(|s| s.trim().to_string()).collect();
-    chunks
-}
-*/
-
-/*fn store_embeddings(text_chunks: Vec<String>, client: &qdrant_client::Qdrant) {
-    for (i, chunk) in text_chunks.iter().enumerate() {
-        let vector = Vector { data: embedding.to_vec(), indices: None, vectors_count: None };
-        let options = VectorsOptions::Vector(vector);
-
-        let point = PointStruct {
-            id: i as u64,
-            vectors: Some(Vectors { vectors_options: Some(options) }),
-            ..Default::default()
-        };
-        client.upload_point("your_collection", point).unwrap();
-    }
-}*/
-pub mod model;
 pub mod http1;
+pub mod model;
 pub mod runner;

src/margdarshak/model.rs

@@ -1,8 +1,8 @@
+use anyhow::{anyhow, Result};
 use genai::adapter::AdapterKind;
 use genai::chat::{ChatMessage, ChatOptions, ChatRequest, ChatResponse};
-use genai::Client;
 use genai::resolver::AuthResolver;
-use anyhow::{anyhow, Result};
+use genai::Client;
 
 const BASE: &str = include_str!("helper_md/query.md");
 
@@ -34,7 +34,6 @@ impl TryInto<ChatRequest> for Question<'_> {
     type Error = anyhow::Error;
 
     fn try_into(self) -> Result<ChatRequest> {
-
         Ok(ChatRequest::new(vec![
             ChatMessage::system(self.md),
             ChatMessage::user(self.qry),
@@ -51,13 +50,16 @@ impl TryFrom<ChatResponse> for Answer {
 
     fn try_from(response: ChatResponse) -> Result<Self> {
         let message_content = response.content.ok_or(anyhow!("No response found"))?;
-        let text_content = message_content.text_as_str().ok_or(anyhow!("Unable to deserialize response"))?;
+        let text_content = message_content
+            .text_as_str()
+            .ok_or(anyhow!("Unable to deserialize response"))?;
         // Ok(serde_json::from_str(text_content)?)
-        Ok(Self { ans: text_content.to_string() })
+        Ok(Self {
+            ans: text_content.to_string(),
+        })
     }
 }
 
-
 impl Wizard {
     pub fn new(model: String, secret: Option<String>) -> Self {
         let mut config = genai::adapter::AdapterConfig::default();
@@ -65,9 +67,7 @@ impl Wizard {
             config = config.with_auth_resolver(AuthResolver::from_key_value(key));
         }
 
-
-        let adapter_kind = AdapterKind::from_model(model.as_str())
-            .unwrap_or(AdapterKind::Ollama);
+        let adapter_kind = AdapterKind::from_model(model.as_str()).unwrap_or(AdapterKind::Ollama);
 
         let chat_options = ChatOptions::default()
             .with_json_mode(true)
@@ -87,6 +87,6 @@ impl Wizard {
             .exec_chat(self.model.as_str(), q.try_into()?, None)
             .await?;
 
-        Answer::try_from(response).map_err(|e| anyhow!("{}",e.to_string()))
+        Answer::try_from(response).map_err(|e| anyhow!("{}", e.to_string()))
     }
 }

src/margdarshak/runner.rs

@@ -1,34 +1,43 @@
-use std::sync::Arc;
 use crate::app_ctx::AppCtx;
+use crate::io::env::NativeEnvIO;
 use crate::io::fs::NativeFileIO;
 use crate::io::http::NativeHttpIO;
 use crate::margdarshak::http1;
 use crate::margdarshak::model::{Question, Wizard};
 use crate::target_rt::TargetRuntime;
+use std::sync::Arc;
 
 pub async fn run() -> anyhow::Result<()> {
     let rt = TargetRuntime {
         http: Arc::new(NativeHttpIO::new()),
         fs: Arc::new(NativeFileIO {}),
+        env: Arc::new(NativeEnvIO::new()),
     };
-    let md = crate::scrapper::scrape::handle("https://icds-docs.readthedocs.io/en/latest/".to_string(), &rt).await?;
+    let md = crate::scrapper::scrape::handle(
+        "https://icds-docs.readthedocs.io/en/latest/".to_string(),
+        &rt,
+    )
+    .await?;
+    // let md = "https://icds-docs.readthedocs.io/en/latest/".to_string();
 
     // TODO: add wrapper structs to avoid accidentally
     // query instead of MD and vis versa.
-    let query = "".to_string();
-    let query = Question::process(&md, &query);
+    let query = "This is the input, now you should refer this input and answer following questions"
+        .to_string();
+    // let query = "".to_string();
+    // let query = Question::process(&md, &query);
     let query = Question::process(&md, &query);
     let question = Question::new(&md, &query);
 
-    let wizard = Wizard::new("llama3.2".to_string(), None);
+    let wizard = Wizard::new(
+        "gemini-1.5-flash-latest".to_string(),
+        rt.env.get_env("API_KEY"),
+    );
     tracing::info!("Warming up!");
     let _ans = wizard.ask(question).await?;
     tracing::info!("Warmup complete.");
 
-    let app_ctx = AppCtx {
-        wizard,
-        md,
-    };
+    let app_ctx = AppCtx { wizard, md };
 
     http1::start_http_1(19194, app_ctx).await?;
     Ok(())

src/scrapper/scrape.rs

@@ -1,6 +1,6 @@
+use crate::target_rt::TargetRuntime;
 use reqwest::Url;
 use scraper::{Html, Selector};
-use crate::target_rt::TargetRuntime;
 
 async fn handle_inner(url: &str, runtime: &TargetRuntime) -> anyhow::Result<String> {
     let url = Url::parse(url)?;
@@ -20,10 +20,16 @@ pub async fn handle(mut url: String, runtime: &TargetRuntime) -> anyhow::Result<
 
     loop {
         let parsed = Html::parse_document(&root);
-        let val =
-            Selector::parse("a")
-                .ok()
-                .and_then(|link_selector| parsed.select(&link_selector).find(|val| val.text().collect::<Vec<_>>().join(" ").trim().to_lowercase().eq("next")));
+        let val = Selector::parse("a").ok().and_then(|link_selector| {
+            parsed.select(&link_selector).find(|val| {
+                val.text()
+                    .collect::<Vec<_>>()
+                    .join(" ")
+                    .trim()
+                    .to_lowercase()
+                    .eq("next")
+            })
+        });
 
         match val {
             Some(val) => {
@@ -38,9 +44,12 @@ pub async fn handle(mut url: String, runtime: &TargetRuntime) -> anyhow::Result<
                 break;
             }
         }
-    };
-    let mds = htmls.into_iter().map(|v| htmd::convert(v.as_str())).flatten().collect::<Vec<_>>();
+    }
+    let mds = htmls
+        .into_iter()
+        .map(|v| htmd::convert(v.as_str()))
+        .flatten()
+        .collect::<Vec<_>>();
     let text = mds.join("\n");
-    // let text: String = md_to_text::convert(&text);
     Ok(text)
 }

src/target_rt.rs

@@ -1,15 +1,15 @@
-use std::sync::Arc;
 use bytes::Bytes;
+use std::sync::Arc;
+
+pub trait EnvIO {
+    fn get_env(&self, key: &str) -> Option<String>;
+}
 
 #[async_trait::async_trait]
 pub trait HttpIO: Sync + Send + 'static {
-    async fn execute(
-        &self,
-        request: reqwest::Request,
-    ) -> anyhow::Result<reqwest::Response>;
+    async fn execute(&self, request: reqwest::Request) -> anyhow::Result<reqwest::Response>;
 }
 
-
 #[async_trait::async_trait]
 pub trait FileIO: Send + Sync {
     async fn write<'a>(&'a self, path: &'a str, content: &'a Bytes) -> anyhow::Result<()>;
@@ -19,4 +19,5 @@ pub trait FileIO: Send + Sync {
 pub struct TargetRuntime {
     pub http: Arc<dyn HttpIO>,
     pub fs: Arc<dyn FileIO>,
+    pub env: Arc<dyn EnvIO>,
 }