diff --git a/finalise_from_context/src/main.rs b/finalise_from_context/src/main.rs
index 290a3d5..1d239b2 100644
--- a/finalise_from_context/src/main.rs
+++ b/finalise_from_context/src/main.rs
@@ -14,7 +14,7 @@ use rust_bert::resources::RemoteResource;
 
 
 
-#[derive(Deserialize, Serialize)]
+#[derive(Deserialize, Serialize, Clone)]
 struct Human {
     firstName: String,
     lastName: String,
@@ -38,34 +38,6 @@ fn main() {
     let mut i = 0;
     let mut l = &Humans.len().clone();
     println!("there are {} humans to process", l - i);
-
-    for mut human in &mut Humans {
-        //let (gender, age, country, job) = getHumanFromContext(
-        match getHumanFromContext(human.bio.clone(), human.firstName.clone()) {
-            Ok((gender, age, country, job)) => {
-                human.gender = gender;
-                human.age = age;
-                human.country = country;
-                human.job = job;
-                println!("just did {} at index {}", human.firstName.clone(), i);
-            },
-            Err(e) => {
-                println!("skipping {} because of {}", human.firstName.clone(), e.to_string())
-            }
-        }
-        println!("There are {} humans left to process", l - (i+1));
-        i = i+1;
-        if (i > 100) { break; }
-    }
-
-    let serialized: String = serde_json::to_string(&Humans).unwrap();
-    let mut file = File::create(save_res.as_path()).unwrap();
-    file.write_all(serialized.as_bytes()).expect("oopsie");
-}
-
-
-fn getHumanFromContext(context: String, firstName: String) -> Result<(String, String, String, String), Box<dyn std::error::Error>> {
-    //TODO use the other ai to get answers from a given context
     let bertconfig = QuestionAnsweringConfig::new(
         ModelType::Bert,
         RemoteResource::from_pretrained(BertModelResources::BERT_QA),
@@ -76,7 +48,99 @@ fn getHumanFromContext(context: String, firstName: String) -> Result<(String, St
         false,
         None,
     );
-    let mut model = QuestionAnsweringModel::new(bertconfig)?;
+    let mut model = QuestionAnsweringModel::new(bertconfig).unwrap();
+    let mut questions: Vec<QaInput> = Vec::new();
+    for human in &mut Humans {
+        questions.extend(getQuestions(human.bio.clone(), human.firstName.clone()));
+        //let (gender, age, country, job) = getHumanFromContext(
+        // match getHumanFromContext(&model, human.bio.clone(), human.firstName.clone()) {
+        //     Ok((gender, age, country, job)) => {
+        //         human.gender = gender;
+        //         human.age = age;
+        //         human.country = country;
+        //         human.job = job;
+        //         println!("just did {} at index {}", human.firstName.clone(), i);
+        //     },
+        //     Err(e) => {
+        //         println!("skipping {} because of {}", human.firstName.clone(), e.to_string())
+        //     }
+        // }
+        println!("There are {} humans left to process", l - (i+1));
+        i = i+1;
+    }
+    println!("predicting {} questions:", questions.len());
+    let mut answers = model.predict(&questions, 1, 32);
+    println!("answers gotten:");
+    for i in &answers {
+        println!("{:?}", i);
+    }
+
+    let mut looper = answers.iter();
+    i = 0;
+    let mut finishedHumans: Vec<Human> = Vec::new();
+    for mut human in &mut Humans {
+        println!("{}'s attributes ", human.firstName.clone());
+        let mut h = human.clone();
+        match looper.next().expect("euh").first() {
+            Ok(gender) => h.gender = gender.answer.clone(),
+            Err(e) => println!("failed to get gender for {}: {:?}", human.firstName.clone(), e)
+        }
+        match looper.next().expect("euh").first() {
+            Ok(age) => h.age = age.answer.clone(),
+            Err(e) => println!("failed to get age for {}: {:?}", human.firstName.clone(), e)
+        }
+        match looper.next().expect("euh").first() {
+            Ok(country) => h.country = country.answer.clone(),
+            Err(e) => println!("failed to get country for {}: {:?}", human.firstname.clone(), e)
+        }
+        match looper.next().expect("euh").first() {
+            Ok(job) => h.job = job.answer.clone(),
+            Err(e) => println!("failed to get job for {}: {:?}", human.firstName.clone(), e)
+        }
+        finishedHumans.push(h);
+        println!("{} to go", l - i);
+        i = i+1;
+    }
+
+    //let iter: Vec<&[Answer]> = answers.first().unwrap().chunks(16).collect();
+    //println!("{:?}", iter);
+    // for item in iter {
+    //     for i in item {
+    //         println!("{}", i.answer.to_string())
+    //     }
+    //     //println!("{:?}", item)
+    // }
+
+    let serialized: String = serde_json::to_string(&finishedHumans).unwrap();
+    let mut file = File::create(save_res.as_path()).unwrap();
+    file.write_all(serialized.as_bytes()).expect("oopsie");
+}
+fn getQuestions(context: String, firstName: String) -> Vec<QaInput> {
+    let mut temp :Vec<QaInput>= Vec::new();
+    temp.push(QaInput {
+        question: format!("What is {}'s gender?", firstName),
+        context: context.clone()
+    });
+    temp.push(QaInput {
+        question: format!("What is {}'s age?", firstName),
+        context: context.clone()
+    });
+    temp.push(QaInput {
+        question: format!("Where does {} live?", firstName),
+        context: context.clone()
+    });
+    temp.push(QaInput {
+        question: format!("What is {}'s job?", firstName),
+        context: context.clone()
+    });
+    return temp;
+
+}
+
+
+fn getHumanFromContext(model: &QuestionAnsweringModel, context: String, firstName: String) -> Result<(String, String, String, String), Box<dyn std::error::Error>> {
+    //TODO make this more efficient
+
     let mut genderQuestion = QaInput {
         question: format!("What is {}'s gender?", firstName),
         context: context.clone()
@@ -100,6 +164,7 @@ fn getHumanFromContext(context: String, firstName: String) -> Result<(String, St
     let mut age = looper.next().expect("euh").first();
     let mut country= looper.next().expect("euh").first();
     let mut job = looper.next().expect("euh").first();
+    //Err("whatthefuck");
 
 
     return Ok((gender.unwrap().answer.clone(), age.unwrap().answer.clone(), country.unwrap().answer.clone(), job.unwrap().answer.clone()))